{"meta":{"query_hash":"e9e5b2d29049","filters":{"venue":"Encyclopedia of pathology"},"cohort_total":41,"direct_labels_cover":0,"predictions_cover":41,"exported":41,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/e9e5b2d29049","api":"https://metacan.xera.ac/api/v1/cohort?venue=Encyclopedia+of+pathology"},"results":[{"id":"W4232331774","doi":"10.1007/978-3-319-41995-4_2895","title":"Bloodgood, Joseph Colt (1867–1935)","year":2017,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Geography","score_opus":0.035222439344319276,"score_gpt":0.24163600190936937,"score_spread":0.2064135625650501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232331774","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016929174,0.0008257609,0.000012677571,0.0002774165,0.004153078,0.00021705622,0.0003492997,0.00005601089,0.9939394],"genre_scores_gemma":[0.0017690107,0.00087236345,0.0001043414,0.00042316053,0.0027417815,0.000022269747,0.0002278492,0.000054645152,0.9937846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847776,0.000029148616,0.00061315787,0.00037189416,0.00025440534,0.0002536134],"domain_scores_gemma":[0.99817944,0.00010593988,0.0006768677,0.00071080134,0.00023477963,0.000092161055],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002518081,0.00031086162,0.0006419861,0.00022027161,0.00040793847,0.00001990386,0.00047654653,0.00041566466,0.028717058],"category_scores_gemma":[0.00017663641,0.00028931422,0.00018483019,0.0000048021693,0.0017528525,0.00010819162,0.00011141857,0.0005951575,0.0010115065],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008125748,0.00003710739,0.000005462665,0.00006427869,0.000038737144,0.00020286789,0.003441416,4.2741068e-8,0.0000052520586,0.8446317,0.14683335,0.00473169],"study_design_scores_gemma":[0.00023995365,0.00017515464,0.000016640683,0.00009489072,0.000103840386,0.00002277101,0.000044090662,3.359621e-7,0.0000022954086,0.047831364,0.9511941,0.00027457313],"about_ca_topic_score_codex":0.000024218838,"about_ca_topic_score_gemma":0.00061010005,"teacher_disagreement_score":0.80436075,"about_ca_system_score_codex":0.000028650911,"about_ca_system_score_gemma":0.00018328622,"threshold_uncertainty_score":0.9999559},"labels":[],"label_agreement":null},{"id":"W4237958555","doi":"10.1007/978-3-319-28845-1_5568-1","title":"Marfan Syndrome","year":2020,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine","score_opus":0.013943957890597169,"score_gpt":0.26091310187714806,"score_spread":0.2469691439865509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237958555","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009214518,0.004009646,0.0001726525,0.00031723588,0.00027130524,0.00037489797,0.0001701205,0.000017826742,0.9854518],"genre_scores_gemma":[0.0875222,0.0073249266,0.0006351821,0.0002712992,0.00043135157,0.000046474313,0.0009397801,0.0002023006,0.9026265],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985474,0.00005253664,0.00032156924,0.0006325407,0.0001935842,0.00025241016],"domain_scores_gemma":[0.99902976,0.000029644449,0.00017221537,0.00053492474,0.00012229406,0.000111136775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011675745,0.00029694155,0.0004661112,0.00010631976,0.000029719113,0.0000037102484,0.00039190752,0.00059375004,0.00077926856],"category_scores_gemma":[0.00020603178,0.0003256236,0.00019722313,0.000028232576,0.00027127954,0.0000014348669,0.0004004418,0.0003352453,0.00026209647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00200661,0.0006647346,0.0072060702,0.0025181188,0.0030289937,0.026622334,0.0014643194,0.000025268066,0.3226977,0.2323636,0.2061909,0.19521135],"study_design_scores_gemma":[0.0004438078,0.0012041801,0.00082660414,0.000031243344,0.000051988965,0.00042288296,0.000019818439,0.0000012095528,0.0009352593,0.005682261,0.98992866,0.00045205184],"about_ca_topic_score_codex":0.000005220182,"about_ca_topic_score_gemma":0.000030599484,"teacher_disagreement_score":0.7837378,"about_ca_system_score_codex":0.000013404004,"about_ca_system_score_gemma":0.00016836735,"threshold_uncertainty_score":0.9999196},"labels":[],"label_agreement":null},{"id":"W4240088577","doi":"10.1007/978-3-319-28845-1_5222-1","title":"Li-Fraumeni Syndrome","year":2020,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Li–Fraumeni syndrome; History; Genetics; Biology","score_opus":0.01300168696748445,"score_gpt":0.23536883084747195,"score_spread":0.22236714387998752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240088577","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014442838,0.004326,0.00025899848,0.001016478,0.0013155035,0.0007249774,0.00015782907,0.00015468184,0.99060124],"genre_scores_gemma":[0.02201787,0.010504391,0.0042236513,0.002000071,0.0012549311,0.00007285637,0.0007364228,0.00053581723,0.958654],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977688,0.00003333588,0.0007266307,0.0007352217,0.00040164753,0.00033436622],"domain_scores_gemma":[0.9983052,0.000064727166,0.0004231782,0.00079793227,0.00013034076,0.00027864467],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012125367,0.00049371016,0.0013308517,0.00029231288,0.000029697978,0.0000033971473,0.00023086311,0.0010854293,0.001950458],"category_scores_gemma":[0.0001512932,0.0005103161,0.00043445066,0.00006871971,0.00029400797,0.000027249353,0.0001971221,0.0011471816,0.0011753382],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018692455,0.00070736994,0.0006092823,0.0050886036,0.0035100523,0.3985156,0.0037303949,0.00003709329,0.022399535,0.27362496,0.19793649,0.091971375],"study_design_scores_gemma":[0.0015748877,0.0019094839,0.00040730037,0.0004953917,0.00090365537,0.008801978,0.000012528809,0.000006417903,0.00022283707,0.005838229,0.9792683,0.0005589596],"about_ca_topic_score_codex":0.000005755629,"about_ca_topic_score_gemma":0.0000061434175,"teacher_disagreement_score":0.78133184,"about_ca_system_score_codex":0.00012062202,"about_ca_system_score_gemma":0.00044907918,"threshold_uncertainty_score":0.9997348},"labels":[],"label_agreement":null},{"id":"W4241876834","doi":"10.1007/978-3-319-95309-0_1970","title":"Enteropathy-Associated T-Cell Lymphoma","year":2019,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Lymphoma; Medicine; Enteropathy; Internal medicine; Disease","score_opus":0.010515009895547723,"score_gpt":0.24749147222609205,"score_spread":0.23697646233054434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241876834","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069596474,0.0028289882,0.0000244341,0.00019370012,0.0006043534,0.0008721789,0.00016493692,0.00006093184,0.98829085],"genre_scores_gemma":[0.014236699,0.014557336,0.00009452621,0.00031472967,0.00022827319,0.00001989791,0.0005646382,0.00009904397,0.9698849],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799144,0.000045237197,0.0005005266,0.00052450795,0.0004980933,0.00044017957],"domain_scores_gemma":[0.99847513,0.00007934421,0.0003227577,0.0006958591,0.00017477733,0.00025213574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024731283,0.0003545861,0.00089853274,0.0003604396,0.000024991461,0.0000054086495,0.00020127099,0.00044106517,0.0017876899],"category_scores_gemma":[0.00010743644,0.00033342617,0.00039105295,0.000037179198,0.00016344863,0.000029849069,0.00026775396,0.00027312004,0.001471892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031176056,0.007873054,0.013638896,0.00973165,0.0028043273,0.057290617,0.0012714267,0.000004416221,0.002841992,0.08051064,0.5170769,0.30383846],"study_design_scores_gemma":[0.0047684587,0.0013330672,0.0051065455,0.00037745034,0.000585928,0.00008256285,0.000025593421,0.0000069956845,0.000062110776,0.0016542313,0.98561114,0.00038592026],"about_ca_topic_score_codex":0.000009760485,"about_ca_topic_score_gemma":0.000010235074,"teacher_disagreement_score":0.4685342,"about_ca_system_score_codex":0.0001622168,"about_ca_system_score_gemma":0.00046093785,"threshold_uncertainty_score":0.9999118},"labels":[],"label_agreement":null},{"id":"W4245040495","doi":"10.1007/978-3-319-28845-1_5381-1","title":"Epithelioid Hemangioma","year":2020,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Hemangioma; Medicine; Radiology","score_opus":0.01343277409139714,"score_gpt":0.23568202848167788,"score_spread":0.22224925439028073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245040495","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014632123,0.0049125226,0.0001021029,0.0014710518,0.00038705414,0.00035920538,0.000063123945,0.00008166219,0.99116004],"genre_scores_gemma":[0.012391337,0.0057411464,0.0039145784,0.0014348365,0.0020491423,0.00001993028,0.00035408774,0.00024034527,0.9738546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851227,0.000020776468,0.0004903576,0.00047458542,0.000271301,0.00023073753],"domain_scores_gemma":[0.9988958,0.000044413544,0.00025151612,0.0005301836,0.000090006535,0.00018803151],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010769182,0.00034182565,0.0010183884,0.00019675343,0.000025900523,0.0000023907721,0.00015999419,0.00043207017,0.0011693459],"category_scores_gemma":[0.0000794601,0.00030416893,0.0006342118,0.00004075024,0.0001926772,0.000019174846,0.00012511213,0.00043979267,0.00068637595],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000632237,0.0005539091,0.0035926597,0.0033782718,0.0018783084,0.122077875,0.0023148083,0.0000019435602,0.008216637,0.6213389,0.14409833,0.09191613],"study_design_scores_gemma":[0.00095948554,0.00077505596,0.0010662202,0.0002793857,0.0005909575,0.0023435669,0.000015237044,0.0000032045737,0.00025736602,0.011660233,0.9816756,0.00037365357],"about_ca_topic_score_codex":0.0000025150953,"about_ca_topic_score_gemma":0.0000020077275,"teacher_disagreement_score":0.83757734,"about_ca_system_score_codex":0.000023157278,"about_ca_system_score_gemma":0.0001385691,"threshold_uncertainty_score":0.99994105},"labels":[],"label_agreement":null},{"id":"W4246681506","doi":"10.1007/978-3-319-28845-1_5490-1","title":"Solitary Fibrous Tumor, Soft Tissue","year":2019,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Soft tissue; Medicine; Pathology","score_opus":0.013493613682428868,"score_gpt":0.2629816062962307,"score_spread":0.2494879926138018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246681506","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043308097,0.014364159,0.000036595626,0.00039749776,0.0018111055,0.0009873933,0.0001936676,0.00017501155,0.97770375],"genre_scores_gemma":[0.005013421,0.0030310769,0.0019972152,0.00059969147,0.0014272219,0.000027678429,0.00022367225,0.00023746458,0.98744255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974235,0.000037987575,0.00082259753,0.00077438686,0.00043468122,0.0005068339],"domain_scores_gemma":[0.9977628,0.00033412516,0.0004602124,0.0010465035,0.0002292684,0.00016711574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019626357,0.00063379266,0.0018634979,0.00035738814,0.000049357102,0.0000028479403,0.00022750554,0.0005082319,0.0021799016],"category_scores_gemma":[0.00031821535,0.00060212595,0.00030236124,0.000045768436,0.0005273279,0.000043515818,0.00030441696,0.0007765534,0.002658049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020073894,0.0008228997,0.013229634,0.011395581,0.0026557192,0.24489526,0.008200928,0.000011442188,0.004382617,0.12534186,0.4721239,0.114932775],"study_design_scores_gemma":[0.0012695933,0.0018169961,0.0023639898,0.0005574682,0.00077716017,0.0072719916,0.00008398235,0.0000013901366,0.00014477182,0.0057900115,0.9792669,0.00065575953],"about_ca_topic_score_codex":0.000023306899,"about_ca_topic_score_gemma":0.000017156217,"teacher_disagreement_score":0.50714296,"about_ca_system_score_codex":0.00009880298,"about_ca_system_score_gemma":0.00039934067,"threshold_uncertainty_score":0.999643},"labels":[],"label_agreement":null},{"id":"W4247181843","doi":"10.1007/978-3-319-95309-0_1893","title":"Acute Leukemia, Ambiguous Lineage","year":2019,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Lineage (genetic); Leukemia; Biology; Evolutionary biology; Geography; Medicine; Genetics; Gene","score_opus":0.015432047531249146,"score_gpt":0.2794478026951891,"score_spread":0.26401575516393994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247181843","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014726844,0.0017271797,0.000099230194,0.0002941808,0.0010037712,0.0011122795,0.00027613377,0.00012095788,0.9806394],"genre_scores_gemma":[0.0013021769,0.011803287,0.0023131706,0.00086800195,0.0011331628,0.000024158438,0.0005436893,0.00024851767,0.98176384],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967682,0.000057739726,0.0009237977,0.0009195193,0.0006538003,0.00067696307],"domain_scores_gemma":[0.99713665,0.0001822489,0.0004974816,0.0015371409,0.0003591163,0.00028734075],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038437004,0.0006375632,0.0017994712,0.0006186434,0.000044425375,0.000007079237,0.0005018327,0.0016400662,0.0025925087],"category_scores_gemma":[0.0001859745,0.0005874809,0.0005081879,0.000078840676,0.00054095115,0.00006014505,0.0004427364,0.0020786868,0.0035284555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044634575,0.00052084576,0.0019527335,0.00482898,0.005185961,0.14019291,0.0026751147,0.000023671208,0.03604105,0.08605265,0.55290115,0.1651615],"study_design_scores_gemma":[0.0033566642,0.001814077,0.0009819155,0.00037626206,0.0010960661,0.0037311788,0.000021896836,0.000036153782,0.0010813508,0.001247288,0.98552555,0.00073160435],"about_ca_topic_score_codex":0.000038193295,"about_ca_topic_score_gemma":0.000011786492,"teacher_disagreement_score":0.43262443,"about_ca_system_score_codex":0.00069166534,"about_ca_system_score_gemma":0.002662043,"threshold_uncertainty_score":0.99965763},"labels":[],"label_agreement":null},{"id":"W4247871929","doi":"10.1007/978-3-319-28845-1_5567-1","title":"Carney Complex","year":2020,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cardiac tumors and thrombi","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Carney complex; History; Biology; Genetics","score_opus":0.026204739313785464,"score_gpt":0.26603940414014254,"score_spread":0.23983466482635707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247871929","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006261521,0.0011733406,0.000027546144,0.0007863767,0.00070624094,0.0003450922,0.00018186968,0.00006573779,0.9960877],"genre_scores_gemma":[0.06297061,0.004590839,0.0021754277,0.0023028532,0.003191878,0.000021824202,0.001046596,0.00025791198,0.92344207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986381,0.000020391202,0.00046690027,0.00043296634,0.00023921875,0.00020244252],"domain_scores_gemma":[0.9989396,0.000059424056,0.00024447654,0.00046671255,0.0001024492,0.00018738779],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008374276,0.000307194,0.0012570376,0.0001271912,0.000022678962,0.0000022628524,0.00011096287,0.0003950543,0.0019796698],"category_scores_gemma":[0.000073484625,0.00029300115,0.00043827083,0.000028263677,0.00025712728,0.00001393275,0.0001300458,0.0005144033,0.00047886532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048853987,0.00020215906,0.0030941134,0.001636596,0.0009900213,0.035616748,0.0016674573,0.0000015933117,0.0032553517,0.62812257,0.289628,0.035296835],"study_design_scores_gemma":[0.0007380722,0.00053001964,0.0055289427,0.00008868368,0.0006045623,0.0010746405,0.00001528191,0.0000020529114,0.000025053523,0.0069382964,0.9841845,0.00026987662],"about_ca_topic_score_codex":0.000009250981,"about_ca_topic_score_gemma":0.000005612444,"teacher_disagreement_score":0.69455653,"about_ca_system_score_codex":0.00003069729,"about_ca_system_score_gemma":0.0001501186,"threshold_uncertainty_score":0.9999522},"labels":[],"label_agreement":null},{"id":"W4248748484","doi":"10.1007/978-3-319-28845-1_5220-1","title":"Familial Endocrine Tumor Syndromes: Introduction","year":2021,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Endocrine system; Medicine; History; Internal medicine; Hormone","score_opus":0.0186193105411299,"score_gpt":0.2925375123475415,"score_spread":0.2739182018064116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248748484","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020435283,0.0044928216,0.000025670974,0.003003611,0.0029274083,0.0010783678,0.00015703474,0.00016547077,0.9677143],"genre_scores_gemma":[0.0032532602,0.010615664,0.0018704818,0.0002484113,0.003567206,0.000058225785,0.00042369426,0.00017320881,0.97978985],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970266,0.00008027058,0.00077920884,0.00093385746,0.000624318,0.0005557327],"domain_scores_gemma":[0.99791354,0.00015139118,0.00035813983,0.0009644781,0.0003769939,0.00023546911],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012553048,0.0004838215,0.0013359286,0.00049178116,0.00004494477,0.0000063025036,0.00022825769,0.000062860934,0.0046600276],"category_scores_gemma":[0.0007238856,0.00046618815,0.0003264373,0.00007912284,0.00048420267,0.00008042684,0.00028497117,0.0011307402,0.00037386618],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011519232,0.00068147096,0.0011665578,0.0033472278,0.0005733427,0.77834094,0.0001584334,0.000008758535,0.016891576,0.08092802,0.091722935,0.025028808],"study_design_scores_gemma":[0.0011398515,0.001362272,0.0003516221,0.00016793447,0.0002317616,0.07045467,0.00004227683,0.0000012061487,0.0015610964,0.0027034662,0.92164767,0.00033615896],"about_ca_topic_score_codex":0.000008884061,"about_ca_topic_score_gemma":0.000018456702,"teacher_disagreement_score":0.82992476,"about_ca_system_score_codex":0.00010672731,"about_ca_system_score_gemma":0.00042878234,"threshold_uncertainty_score":0.999779},"labels":[],"label_agreement":null},{"id":"W4295095012","doi":"10.1007/978-3-319-28845-1_5618-1","title":"Neuroendocrine Tumors, Pathology of the Cervix","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cervix; Medicine; Pathology; Neuroendocrine tumors; Internal medicine; Cancer","score_opus":0.017183350135507036,"score_gpt":0.2814699371922383,"score_spread":0.26428658705673125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295095012","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041712567,0.0028599857,0.0000029901319,0.0028957701,0.0015762126,0.0015397556,0.0004567757,0.000081243285,0.9488747],"genre_scores_gemma":[0.061408512,0.014301277,0.0006230454,0.0010266206,0.0005948674,0.00016632312,0.00018221844,0.0003521507,0.921345],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.99637383,0.00027382709,0.0010965193,0.0007845375,0.00084589864,0.00062539283],"domain_scores_gemma":[0.9967165,0.0003729372,0.00089893845,0.0016354723,0.00020776343,0.0001683914],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018602642,0.00051004963,0.0014854935,0.00044725274,0.00008903231,0.000002340584,0.00082817115,0.00004660009,0.0051472443],"category_scores_gemma":[0.0007333207,0.00039561698,0.00054571,0.00015599791,0.0010936819,0.000054600547,0.0013132313,0.001738097,0.000045960023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002508382,0.001450949,0.019557368,0.0048060077,0.00053557387,0.5959427,0.0006791879,0.00006209916,0.02095641,0.284139,0.045878153,0.023484185],"study_design_scores_gemma":[0.0014357627,0.0023163548,0.004972795,0.00015025854,0.0002715304,0.04708487,0.000034041597,0.0000015680407,0.0016015559,0.008696414,0.9330992,0.00033562718],"about_ca_topic_score_codex":0.000019958572,"about_ca_topic_score_gemma":0.000026870059,"teacher_disagreement_score":0.8872211,"about_ca_system_score_codex":0.00007344144,"about_ca_system_score_gemma":0.0004608974,"threshold_uncertainty_score":0.99984956},"labels":[],"label_agreement":null},{"id":"W4312435109","doi":"10.1007/978-3-030-62345-6_5223","title":"Multiple Endocrine Neoplasia Type 1 (MEN1)","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"MEN1; Multiple endocrine neoplasia; Endocrine system; Medicine; Biology; Internal medicine; Genetics; Hormone","score_opus":0.021018122543580695,"score_gpt":0.29528229804901635,"score_spread":0.27426417550543564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312435109","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007975002,0.0024674565,0.0000036830952,0.00066887576,0.0012412331,0.0009303953,0.00017970652,0.000127724,0.9864059],"genre_scores_gemma":[0.010393601,0.014398176,0.0016797463,0.00031682133,0.000562621,0.00008178148,0.00045146653,0.00021264618,0.97190315],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731123,0.000076481716,0.0006496448,0.0007180876,0.000657413,0.000587143],"domain_scores_gemma":[0.9979457,0.00038794096,0.00034292083,0.00088211853,0.0001963208,0.00024497838],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000121676894,0.00045068466,0.0010670208,0.00048611226,0.00007300136,0.0000038012547,0.00033917633,0.000056010358,0.013375714],"category_scores_gemma":[0.0007417314,0.00044090961,0.00024502628,0.00010008017,0.000340495,0.00006669865,0.0005151684,0.0013101584,0.00038883626],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005405325,0.0011662906,0.019465292,0.0027651247,0.00086035585,0.66737586,0.0005893727,0.000042523705,0.010318787,0.10404914,0.1325228,0.05543911],"study_design_scores_gemma":[0.0013305183,0.0021165225,0.0004702746,0.00005422373,0.00013183095,0.011456236,0.000022073866,0.0000029066944,0.00028605422,0.0021372966,0.9817102,0.00028188716],"about_ca_topic_score_codex":0.00002002267,"about_ca_topic_score_gemma":0.000037577247,"teacher_disagreement_score":0.8491874,"about_ca_system_score_codex":0.000111850546,"about_ca_system_score_gemma":0.00038296817,"threshold_uncertainty_score":0.99980426},"labels":[],"label_agreement":null},{"id":"W4312667853","doi":"10.1007/978-3-030-62345-6_5225","title":"Multiple Endocrine Neoplasia Type 4 (MEN4)","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Multiple endocrine neoplasia; Endocrine system; Multiple endocrine neoplasia type 2; Medicine; Biology; Internal medicine; Genetics; Hormone","score_opus":0.020878514224489032,"score_gpt":0.2953700096636437,"score_spread":0.27449149543915463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312667853","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008049758,0.0025024626,0.0000036592735,0.00064186467,0.0012642473,0.00093299325,0.0001765867,0.00012774354,0.9863007],"genre_scores_gemma":[0.0107180625,0.014902643,0.0016780933,0.00031544545,0.0005766922,0.000080467435,0.00045121872,0.00021541139,0.97106194],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731755,0.000076732664,0.00064985827,0.0007178386,0.00065797847,0.0005800301],"domain_scores_gemma":[0.99794877,0.0003869621,0.00034278343,0.00088186003,0.0001945362,0.00024509028],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012191383,0.00045083847,0.0010687119,0.00048681858,0.00007232562,0.000003813814,0.00033926958,0.00005598265,0.0129011655],"category_scores_gemma":[0.00073588546,0.00044100382,0.00024281777,0.00010024839,0.00034072695,0.000066740344,0.0005147829,0.0013095071,0.00038826556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054136068,0.0011859838,0.020548968,0.0028378735,0.0008623183,0.67717594,0.00059716,0.000041677973,0.009982117,0.10644499,0.12376878,0.051140584],"study_design_scores_gemma":[0.0013491203,0.0021560015,0.00044601024,0.000054538374,0.00013292512,0.011576009,0.000021918497,0.000002915939,0.0002828064,0.0021746124,0.9815208,0.0002823985],"about_ca_topic_score_codex":0.000020762796,"about_ca_topic_score_gemma":0.000038376213,"teacher_disagreement_score":0.85775197,"about_ca_system_score_codex":0.00011147084,"about_ca_system_score_gemma":0.00037754877,"threshold_uncertainty_score":0.9998042},"labels":[],"label_agreement":null},{"id":"W4312709268","doi":"10.1007/978-3-030-62345-6_5222","title":"Li-Fraumeni Syndrome","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Li–Fraumeni syndrome; Biology; Genetics; Mutation; Germline mutation","score_opus":0.011431576701052439,"score_gpt":0.23718190892080887,"score_spread":0.22575033221975643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312709268","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032370833,0.005368853,0.00006645449,0.00039487405,0.0019766456,0.00074247277,0.0002291576,0.00012688228,0.9878576],"genre_scores_gemma":[0.0064706183,0.0105071785,0.0013783904,0.00062725495,0.00044768146,0.00011566368,0.0007025527,0.00033203984,0.97941864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761695,0.000051575946,0.00071847875,0.00070972636,0.0005167974,0.0003864605],"domain_scores_gemma":[0.9981543,0.00008138727,0.00045998933,0.0010186936,0.000102185346,0.00018348891],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022982484,0.0004639932,0.0011897604,0.00048021568,0.000060074326,0.0000027430608,0.0002635424,0.0007705415,0.0152854165],"category_scores_gemma":[0.000101427184,0.00050324545,0.0004457209,0.00007650368,0.0002704791,0.000032454434,0.00032038864,0.0013835148,0.00042812037],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016366695,0.0011401317,0.0007133025,0.0030798,0.003102475,0.35730973,0.0036991294,0.00011663635,0.009426045,0.37727344,0.1503684,0.09213423],"study_design_scores_gemma":[0.0011299537,0.0014933367,0.00032419452,0.00016733966,0.00058815954,0.011295625,0.000013936647,0.000002219929,0.000053422384,0.0031975417,0.98132604,0.0004082487],"about_ca_topic_score_codex":0.00001561136,"about_ca_topic_score_gemma":0.000009549903,"teacher_disagreement_score":0.8309576,"about_ca_system_score_codex":0.00024480204,"about_ca_system_score_gemma":0.00050360285,"threshold_uncertainty_score":0.9997419},"labels":[],"label_agreement":null},{"id":"W4313057425","doi":"10.1007/978-3-030-62345-6_5229","title":"Von Hippel-Lindau Disease","year":2022,"lang":"de","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Von Hippel–Lindau disease; Disease; Medicine; Internal medicine","score_opus":0.009141509142907626,"score_gpt":0.23548811362799985,"score_spread":0.22634660448509222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313057425","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060862865,0.27392307,0.00036400487,0.00096142676,0.045379177,0.0020259665,0.006284033,0.0000796022,0.6101199],"genre_scores_gemma":[0.04610375,0.5444004,0.000717575,0.0014255728,0.023608353,0.00027507334,0.0073121083,0.00048101877,0.37567613],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961535,0.00022174002,0.0010016018,0.0014291519,0.00045389464,0.00074012304],"domain_scores_gemma":[0.997006,0.000055874913,0.0007896302,0.0014924303,0.00018909611,0.00046699317],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041138593,0.0008206245,0.0011078214,0.00025630964,0.00019651222,0.000012383468,0.00075904187,0.0009154999,0.005309107],"category_scores_gemma":[0.00023539244,0.000926911,0.000796868,0.00007109047,0.0006496826,0.0000076717615,0.0008791841,0.0008085805,0.00023984171],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010095598,0.0030666487,0.006974131,0.0035042018,0.004175667,0.005829622,0.0036829703,0.00041927164,0.11706319,0.2878439,0.17939276,0.37795204],"study_design_scores_gemma":[0.0011111014,0.0005701667,0.00088509463,0.000042686584,0.00071369513,0.00008818435,0.000038998536,0.0000033223953,0.00037666495,0.0015095737,0.9937976,0.0008628859],"about_ca_topic_score_codex":0.000029312943,"about_ca_topic_score_gemma":0.00003952196,"teacher_disagreement_score":0.81440485,"about_ca_system_score_codex":0.00005201955,"about_ca_system_score_gemma":0.00081941806,"threshold_uncertainty_score":0.9993181},"labels":[],"label_agreement":null},{"id":"W4313190600","doi":"10.1007/978-3-030-62345-6_5219","title":"DiGeorge Syndrome","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"DiGeorge syndrome; Medicine; Psychiatry","score_opus":0.01077397508975398,"score_gpt":0.25489761680889955,"score_spread":0.24412364171914558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313190600","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047858737,0.003609371,0.000012323564,0.000053763884,0.0005166466,0.00035957867,0.00029713122,0.000016405531,0.94727606],"genre_scores_gemma":[0.04531034,0.0051274947,0.00015439649,0.000076027376,0.00025307227,0.00005597542,0.0007340753,0.00011915273,0.94816947],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983836,0.00007114059,0.000350202,0.00057761604,0.00028301316,0.00033445578],"domain_scores_gemma":[0.9988928,0.000041725314,0.00014603091,0.00073563785,0.000081977305,0.00010184845],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022284567,0.00028278987,0.0004254166,0.00016841106,0.000066645895,0.0000039409465,0.0003874549,0.00046805755,0.004055704],"category_scores_gemma":[0.00009175674,0.00031081462,0.0002481843,0.000032278338,0.00023270298,0.0000021615078,0.0007779597,0.00045588517,0.00016749979],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021781249,0.0014483813,0.0070745596,0.0030258994,0.003151509,0.06396744,0.0012198366,0.000062463914,0.26190624,0.2335185,0.16730146,0.25514558],"study_design_scores_gemma":[0.00022102815,0.0009877265,0.00032183208,0.000011018801,0.000034722703,0.0012032198,0.000005080013,3.7957025e-7,0.00033787423,0.0013110274,0.995266,0.00030009824],"about_ca_topic_score_codex":0.0000074885493,"about_ca_topic_score_gemma":0.000030054873,"teacher_disagreement_score":0.82796454,"about_ca_system_score_codex":0.000027256376,"about_ca_system_score_gemma":0.00022313299,"threshold_uncertainty_score":0.9999344},"labels":[],"label_agreement":null},{"id":"W4315697897","doi":"10.1007/978-3-319-28845-1_5621-1","title":"Secondary Tumors","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine","score_opus":0.012964421261033383,"score_gpt":0.2527830369178479,"score_spread":0.23981861565681453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315697897","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002581175,0.005995241,0.0000012540936,0.00055070815,0.0007171723,0.0004098696,0.00028276042,0.0000379313,0.9894239],"genre_scores_gemma":[0.0057878233,0.020073425,0.0004613901,0.00076883484,0.00060750113,0.00016367844,0.00062751316,0.00012460748,0.97138524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872136,0.000017806806,0.00042205577,0.00041059995,0.00023502669,0.00019316984],"domain_scores_gemma":[0.9990329,0.00008470476,0.00026176442,0.0004733405,0.000047501588,0.00009977801],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000926778,0.00027182218,0.0008092436,0.0002004415,0.00003948879,0.0000015257505,0.00009595232,0.00020961929,0.03384375],"category_scores_gemma":[0.000020058686,0.000255864,0.00029213072,0.000023682183,0.00014033588,0.000019148201,0.00013300194,0.0005176877,0.00013493792],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065351627,0.0011827481,0.010654836,0.0014121513,0.0013992864,0.06248381,0.0019384645,0.0000052529795,0.00011300265,0.3612669,0.2215555,0.3373345],"study_design_scores_gemma":[0.0009384365,0.0010237137,0.0045635803,0.00009739635,0.00036883564,0.0008597019,0.000014902004,1.4871891e-7,0.000025899564,0.0030328832,0.98888594,0.0001885558],"about_ca_topic_score_codex":0.000028494467,"about_ca_topic_score_gemma":0.00002429119,"teacher_disagreement_score":0.76733047,"about_ca_system_score_codex":0.00015555945,"about_ca_system_score_gemma":0.00039465324,"threshold_uncertainty_score":0.99998933},"labels":[],"label_agreement":null},{"id":"W4322722656","doi":"10.1007/978-3-319-28845-1_5679-1","title":"Tumor-Like Lesions and Endometriosis, Pathology of the Peritoneum","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Endometriosis; Peritoneum; Pathology; Medicine","score_opus":0.019565164953141725,"score_gpt":0.2575886282099197,"score_spread":0.23802346325677795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322722656","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10162837,0.020339763,0.000012733545,0.005541192,0.0058918297,0.0025809754,0.0013699881,0.00013567813,0.8624995],"genre_scores_gemma":[0.20921546,0.14028445,0.0015860397,0.0013726522,0.0011043147,0.0003302105,0.00020712982,0.00039658046,0.64550316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998263,0.00006432592,0.0006217932,0.0005215664,0.00026561928,0.00026367806],"domain_scores_gemma":[0.9980128,0.00055479613,0.00046685827,0.0007385641,0.00012155822,0.000105441744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020787427,0.0003395056,0.0011047088,0.00033684928,0.00005972469,0.000002524174,0.00016850003,0.00039745282,0.00027604445],"category_scores_gemma":[0.00027599253,0.0002394234,0.00031271973,0.00011156331,0.0006118781,0.000017529052,0.00027605306,0.00042318887,0.000037432426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010475222,0.0028477465,0.16771238,0.0053095464,0.0037295693,0.042398892,0.007082324,0.000009548443,0.0066460995,0.46179682,0.06925604,0.2321635],"study_design_scores_gemma":[0.0054386635,0.0033009513,0.31769317,0.0017058025,0.003436623,0.0047569936,0.00019050145,0.000002433483,0.00091320125,0.012200199,0.64953995,0.00082153623],"about_ca_topic_score_codex":0.000029424735,"about_ca_topic_score_gemma":0.000051661307,"teacher_disagreement_score":0.5802839,"about_ca_system_score_codex":0.000051147363,"about_ca_system_score_gemma":0.000248897,"threshold_uncertainty_score":0.9763403},"labels":[],"label_agreement":null},{"id":"W4322727807","doi":"10.1007/978-3-319-28845-1_5613-1","title":"Squamous Cell Carcinoma and Precursors, Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Cervix; Basal cell; Pathology; Carcinoma; Medicine; Internal medicine; Cancer","score_opus":0.022388060703246872,"score_gpt":0.2724768199309083,"score_spread":0.2500887592276614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322727807","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03981087,0.0043240963,0.000004591683,0.0006663316,0.00070064364,0.00073883485,0.00024564815,0.000032022726,0.95347697],"genre_scores_gemma":[0.45741448,0.0046293032,0.000104552106,0.00018618125,0.0004589324,0.0000362396,0.0000660262,0.00012209809,0.5369822],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980369,0.00009779563,0.00058480166,0.00051638525,0.00040158723,0.00036251254],"domain_scores_gemma":[0.9981902,0.00035241846,0.0002999463,0.00076200464,0.00024685325,0.00014853748],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033292224,0.0003045649,0.0009472651,0.00023787175,0.000045956855,0.0000024059889,0.00029327392,0.00072770315,0.0016578622],"category_scores_gemma":[0.00021368552,0.00022215409,0.00025958355,0.00008788711,0.00081105786,0.000016321666,0.00049136917,0.000862862,0.00005216316],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006095276,0.001883663,0.19928953,0.039265215,0.00056651805,0.024730856,0.021060362,0.000013212977,0.0105731115,0.23452942,0.094444655,0.36754817],"study_design_scores_gemma":[0.006609502,0.005197504,0.6938607,0.00019853348,0.001397843,0.0015922111,0.00024452372,0.000015948985,0.002070074,0.038525783,0.2492884,0.0009989718],"about_ca_topic_score_codex":0.00005021894,"about_ca_topic_score_gemma":0.000110404384,"teacher_disagreement_score":0.49457118,"about_ca_system_score_codex":0.00004091634,"about_ca_system_score_gemma":0.00032134593,"threshold_uncertainty_score":0.99925476},"labels":[],"label_agreement":null},{"id":"W4322728047","doi":"10.1007/978-3-319-28845-1_5674-1","title":"Mesothelial Tumors, Pathology of the Peritoneum","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Peritoneum; Mesothelial Cell; Pathology; Medicine","score_opus":0.012081235112078627,"score_gpt":0.23851719610059566,"score_spread":0.22643596098851704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322728047","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.107508466,0.0012482434,0.000005835545,0.0009107367,0.0018355619,0.000758695,0.0014248888,0.00006935275,0.8862382],"genre_scores_gemma":[0.07439577,0.0029324286,0.00023689817,0.00039068845,0.00075518724,0.000035336685,0.00033120502,0.00013349134,0.920789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99858946,0.00004257944,0.00052021444,0.00033436785,0.00032309978,0.00019028777],"domain_scores_gemma":[0.9989229,0.000107008025,0.00035305906,0.0004990151,0.00004339352,0.00007462005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010953645,0.0002547907,0.00066272065,0.000117298216,0.000036695496,8.9019636e-7,0.0001978333,0.0003446517,0.0008297244],"category_scores_gemma":[0.000101098034,0.00018230495,0.00035429213,0.00003561958,0.00072423514,0.000016223537,0.00021563041,0.0003089983,0.0001894318],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046646926,0.0028513863,0.38024408,0.0067352206,0.0017459875,0.021641133,0.0043840413,0.00011900805,0.048732113,0.41186208,0.07921333,0.03780692],"study_design_scores_gemma":[0.001574532,0.0014025816,0.7928349,0.00078084867,0.0011517423,0.001226688,0.000083721316,0.000005243368,0.00080812146,0.028412856,0.17111608,0.00060271187],"about_ca_topic_score_codex":0.000007928298,"about_ca_topic_score_gemma":0.000008046034,"teacher_disagreement_score":0.41259077,"about_ca_system_score_codex":0.000034115204,"about_ca_system_score_gemma":0.00015084456,"threshold_uncertainty_score":0.90849006},"labels":[],"label_agreement":null},{"id":"W4322748126","doi":"10.1007/978-3-319-28845-1_5615-1","title":"Other Epithelial Tumors (Adenosquamous Carcinoma, Mucoepidermoid Carcinoma, Adenoid Basal Carcinoma, Adenoid Cystic Carcinoma)","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Mucoepidermoid carcinoma; Adenoid cystic carcinoma; Adenosquamous carcinoma; Carcinoma; Pathology; Medicine; Adenocarcinoma; Internal medicine; Cancer","score_opus":0.022627677625580756,"score_gpt":0.25340816741384653,"score_spread":0.23078048978826576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322748126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66937685,0.010221929,0.000029684441,0.0010149473,0.003442572,0.0030160337,0.002649816,0.00045211782,0.30979607],"genre_scores_gemma":[0.7959469,0.0007139486,0.00037618462,0.00074159954,0.0027090933,0.00036613108,0.0010393993,0.00074859196,0.19735818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9908671,0.00038479062,0.0026696038,0.0026894747,0.001456544,0.001932494],"domain_scores_gemma":[0.9932648,0.0011250126,0.0014594451,0.002623925,0.00049899094,0.001027811],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007525939,0.0022612833,0.004285668,0.0015553427,0.0003202409,0.000039807524,0.00092119345,0.0018076707,0.0023528305],"category_scores_gemma":[0.00044263483,0.002051646,0.0015690087,0.00031405487,0.0010095318,0.0001670581,0.0005923966,0.0019429268,0.0022830835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014372382,0.0012276338,0.84380555,0.0020345496,0.0007642249,0.10635499,0.0029096138,0.000013230077,0.0003378518,0.01815724,0.020980543,0.0019773052],"study_design_scores_gemma":[0.009554216,0.0051171063,0.94567186,0.0007242646,0.0042577866,0.005905767,0.00033523128,0.00004761046,0.0010826109,0.0065876506,0.018014371,0.0027015053],"about_ca_topic_score_codex":0.0018555276,"about_ca_topic_score_gemma":0.00036580832,"teacher_disagreement_score":0.12657006,"about_ca_system_score_codex":0.0006044927,"about_ca_system_score_gemma":0.0013518452,"threshold_uncertainty_score":0.9994882},"labels":[],"label_agreement":null},{"id":"W4360973234","doi":"10.1007/978-3-319-28845-1_5612-1","title":"TNM/FIGO Classification, Pathology of the Cervix","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Cervix; Medicine; Pathology; Internal medicine; Cancer","score_opus":0.02928406604155369,"score_gpt":0.27577818875883425,"score_spread":0.24649412271728055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360973234","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058722976,0.0034631868,0.000012995801,0.0015406846,0.0017121021,0.00074550865,0.00031725512,0.000031622305,0.98630434],"genre_scores_gemma":[0.09633801,0.019305607,0.0008562894,0.0013095821,0.001104318,0.00024435692,0.0005999496,0.0001941756,0.88004774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978819,0.00012587043,0.0008152965,0.00048883073,0.00044230308,0.00024582486],"domain_scores_gemma":[0.99774694,0.00025295097,0.0007726929,0.00094915595,0.00018834735,0.00008989225],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024487998,0.00031560063,0.0010317594,0.0002507028,0.00006794675,0.0000012770041,0.00037005835,0.0004633954,0.007940196],"category_scores_gemma":[0.00023789366,0.00022277735,0.0004522651,0.00015860535,0.00044328588,0.000022817701,0.00028988166,0.0006147422,0.000054469045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002857323,0.0021342514,0.049163282,0.002065566,0.0017559344,0.0042725136,0.0027854326,0.0000091841,0.005638823,0.7577801,0.030990604,0.14054699],"study_design_scores_gemma":[0.0027046686,0.0012881188,0.046577536,0.00010212101,0.00094128906,0.00052476535,0.000056666882,7.9072476e-7,0.00022653666,0.013231252,0.9340773,0.00026893025],"about_ca_topic_score_codex":0.000021626121,"about_ca_topic_score_gemma":0.000022418893,"teacher_disagreement_score":0.9030867,"about_ca_system_score_codex":0.00012611545,"about_ca_system_score_gemma":0.00030783494,"threshold_uncertainty_score":0.99296665},"labels":[],"label_agreement":null},{"id":"W4360973954","doi":"10.1007/978-3-319-28845-1_5620-1","title":"Germ-Cell, Lymphoid and Myeloid Tumors, Pathology of the Cervix","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Pathology; Germ cell tumors; Medicine; Cervix; Myeloid; Biology; Cancer research; Cancer; Internal medicine","score_opus":0.008948123701323862,"score_gpt":0.22045155989741522,"score_spread":0.21150343619609135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360973954","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20433192,0.011522512,0.0000014263476,0.0007333023,0.0008544122,0.0008647068,0.00040769184,0.000031453426,0.78125256],"genre_scores_gemma":[0.45750245,0.06890523,0.0010497388,0.0016721055,0.0006937584,0.000337257,0.00045396775,0.00029511427,0.46909037],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978261,0.00012371717,0.00078282424,0.00060046,0.00035717172,0.0003097471],"domain_scores_gemma":[0.9978313,0.0002651415,0.00079983595,0.000892981,0.00009695428,0.000113823815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025558998,0.0004434401,0.0012495473,0.00020417875,0.0000892692,0.0000026372327,0.00025284852,0.00042126994,0.0016972881],"category_scores_gemma":[0.00008045134,0.00031759022,0.00036701138,0.000058073594,0.00058641605,0.00002697975,0.00051217206,0.00033349774,0.000022659458],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001424432,0.004772549,0.44283286,0.00449354,0.001585357,0.04168507,0.0088434275,0.000012027508,0.008448166,0.3159015,0.033110958,0.13689013],"study_design_scores_gemma":[0.006250055,0.0027086025,0.119204625,0.00034213348,0.00179871,0.010460002,0.00013531999,0.0000020813486,0.0018801312,0.0071168034,0.8494032,0.0006983403],"about_ca_topic_score_codex":0.000049712773,"about_ca_topic_score_gemma":0.00001577642,"teacher_disagreement_score":0.8162922,"about_ca_system_score_codex":0.00014114122,"about_ca_system_score_gemma":0.00044075947,"threshold_uncertainty_score":0.99992764},"labels":[],"label_agreement":null},{"id":"W4360983559","doi":"10.1007/978-3-319-28845-1_5616-1","title":"Mesenchymal Benign and Malignant Tumors, Pathology of the Cervix","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pathology; Mesenchymal stem cell; Cervix; Medicine; Cancer; Internal medicine","score_opus":0.01450759275110107,"score_gpt":0.24123478622971117,"score_spread":0.2267271934786101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360983559","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23154618,0.019135082,0.000003045036,0.0019117108,0.0010495797,0.0012927275,0.00055156456,0.00003544878,0.74447465],"genre_scores_gemma":[0.70832694,0.04198265,0.0018176851,0.0012673197,0.0007109528,0.0003648886,0.0004035919,0.00030645123,0.24481955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801946,0.00012119252,0.00069480576,0.0005512343,0.00033495936,0.00027832383],"domain_scores_gemma":[0.9982118,0.00024291236,0.00056144176,0.00080348336,0.000087424814,0.00009293101],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026211687,0.0003684282,0.0011440426,0.00019434364,0.000074085336,0.000001821112,0.00021514682,0.00034377907,0.0019059204],"category_scores_gemma":[0.000092515096,0.00025468293,0.00033009695,0.00005125196,0.0005222614,0.00002005224,0.0004516341,0.00046199138,0.000010828879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006228892,0.0018707892,0.25197914,0.0014079171,0.0011419706,0.041444223,0.004708084,0.0000063654675,0.0023140225,0.62301457,0.010252118,0.061237928],"study_design_scores_gemma":[0.004583274,0.00369787,0.34177953,0.00070886075,0.0028320048,0.015137774,0.00029262318,0.0000035948897,0.001001764,0.024826879,0.6042393,0.00089656503],"about_ca_topic_score_codex":0.000036461435,"about_ca_topic_score_gemma":0.000026072277,"teacher_disagreement_score":0.5981877,"about_ca_system_score_codex":0.000056627152,"about_ca_system_score_gemma":0.00020447375,"threshold_uncertainty_score":0.9999905},"labels":[],"label_agreement":null},{"id":"W4367361833","doi":"10.1007/978-3-319-28845-1_5614-1","title":"Adenocarcinoma and Precursors, Pathology of the Cervix","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Cervix; Adenocarcinoma; Pathology; Medicine; General surgery; Cancer; Internal medicine","score_opus":0.0201159960819507,"score_gpt":0.2738161962475921,"score_spread":0.25370020016564143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367361833","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011832586,0.014523736,0.000003483247,0.001222371,0.00055248576,0.0006951257,0.00024628776,0.000017226008,0.9709067],"genre_scores_gemma":[0.22950955,0.03971729,0.00044541684,0.00094992,0.0010161225,0.00015061797,0.00020897918,0.00022996224,0.7277722],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812406,0.00012723233,0.0005378067,0.00047609673,0.000445036,0.00028975913],"domain_scores_gemma":[0.99846387,0.00020835466,0.00030307687,0.00073908485,0.00016560631,0.00012001861],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003440054,0.00026084314,0.0008914701,0.00020305293,0.00006358193,0.000001772876,0.00031306365,0.00044821107,0.015026003],"category_scores_gemma":[0.00017190077,0.00019472653,0.00024694292,0.00007026315,0.00081785815,0.000020328847,0.00070726086,0.0010376539,0.000011571029],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035458577,0.0007634819,0.12355677,0.0077112745,0.0008455822,0.0077426764,0.008444245,0.0000045249712,0.0015770836,0.50248295,0.028197829,0.3151277],"study_design_scores_gemma":[0.0019098447,0.0021737062,0.31099296,0.000078140074,0.0005689626,0.0018449151,0.000089217625,0.0000027766048,0.00013394414,0.017103085,0.66476214,0.0003403156],"about_ca_topic_score_codex":0.000033098604,"about_ca_topic_score_gemma":0.00004584427,"teacher_disagreement_score":0.6365643,"about_ca_system_score_codex":0.00005928411,"about_ca_system_score_gemma":0.00033130316,"threshold_uncertainty_score":0.9858744},"labels":[],"label_agreement":null},{"id":"W4378375074","doi":"10.1007/978-3-319-28845-1_5672-1","title":"WHO Classification of Tumors of the Peritoneum, Pathology of the Peritoneum","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Peritoneum; Pathology; Medicine","score_opus":0.014562482509671243,"score_gpt":0.23880042443047475,"score_spread":0.2242379419208035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378375074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60225135,0.0014261886,0.0000029793134,0.0014734818,0.0016444649,0.0009175091,0.000527842,0.000017975037,0.3917382],"genre_scores_gemma":[0.8982879,0.0021515044,0.00017224278,0.0002154317,0.00031654027,0.000063701154,0.00007181388,0.00009742287,0.09862344],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9970113,0.00022989405,0.0013639169,0.0004726,0.0006138906,0.0003083889],"domain_scores_gemma":[0.99653953,0.00016673555,0.0017595255,0.0011778481,0.00029872876,0.00005764823],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041145727,0.0003879807,0.001447466,0.00019165566,0.000106479,0.0000014564823,0.00070217316,0.0005056147,0.0010484671],"category_scores_gemma":[0.0001945434,0.00025301016,0.00064335874,0.00015046805,0.0021438778,0.00003610012,0.00046966158,0.0008514438,0.000004706982],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007148493,0.0007687635,0.019763893,0.0035956649,0.000315583,0.0006024245,0.008989472,0.0000146448265,0.48844072,0.4679869,0.0031588909,0.005648158],"study_design_scores_gemma":[0.0027662897,0.0050061056,0.5096931,0.002939303,0.0022799242,0.005066038,0.0028974835,0.000033242333,0.05988882,0.0133979125,0.39471656,0.0013152433],"about_ca_topic_score_codex":0.000060603452,"about_ca_topic_score_gemma":0.000027710827,"teacher_disagreement_score":0.48992917,"about_ca_system_score_codex":0.000053600776,"about_ca_system_score_gemma":0.00046389402,"threshold_uncertainty_score":0.9999922},"labels":[],"label_agreement":null},{"id":"W4384788443","doi":"10.1007/978-3-319-28845-1_5619-2","title":"Melanocytic Tumors, Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cervix; Pathology; Medicine; Cancer; Internal medicine","score_opus":0.016661982166438626,"score_gpt":0.2408478405333675,"score_spread":0.22418585836692886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384788443","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008956993,0.0004705298,0.000035868776,0.0006824943,0.002568196,0.0008440717,0.00008975106,0.00010813627,0.98624396],"genre_scores_gemma":[0.02425847,0.0023812023,0.00019622974,0.00032538938,0.00036561332,0.00002709781,0.000047734262,0.000114319955,0.97228396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813586,0.00006833753,0.00075616693,0.00043904307,0.0003297113,0.0002708839],"domain_scores_gemma":[0.998136,0.00013919277,0.00059095764,0.00092810846,0.00012813087,0.000077602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025944726,0.00031917906,0.00096163974,0.00033220896,0.00004166388,0.0000018575086,0.00028139687,0.00047879084,0.0008422966],"category_scores_gemma":[0.00018023691,0.00023982978,0.00039398536,0.0000925244,0.00040595233,0.000011476832,0.00034328236,0.0005211611,0.00028491422],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015681743,0.0008120861,0.0044307457,0.0074056685,0.0020904571,0.070433035,0.005186173,0.000058318252,0.013106187,0.6754071,0.10531073,0.114191286],"study_design_scores_gemma":[0.0021703094,0.0019646892,0.012719806,0.00088160334,0.0016339443,0.010209206,0.00019298696,0.00001576568,0.00079080637,0.027934361,0.9407804,0.0007061258],"about_ca_topic_score_codex":0.000013728124,"about_ca_topic_score_gemma":0.000058749385,"teacher_disagreement_score":0.83546966,"about_ca_system_score_codex":0.00006482427,"about_ca_system_score_gemma":0.00017031052,"threshold_uncertainty_score":0.9779974},"labels":[],"label_agreement":null},{"id":"W4385282934","doi":"10.1007/978-3-319-28845-1_5617-1","title":"Mixed Epithelial and Mesenchymal Tumors, Pathology of the cervix","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pathology; Cervix; Mesenchymal stem cell; Medicine; Cancer; Internal medicine","score_opus":0.016313812665710373,"score_gpt":0.23685298851885123,"score_spread":0.22053917585314087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385282934","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120940164,0.008743595,0.0000066203515,0.0033935132,0.0026890181,0.0013912638,0.0013128932,0.000037269314,0.86148566],"genre_scores_gemma":[0.48174205,0.05302927,0.0031548138,0.0015769218,0.00207483,0.0004812832,0.00054083794,0.000425147,0.45697483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814284,0.000118357726,0.0006475949,0.00052823836,0.0003081311,0.0002548248],"domain_scores_gemma":[0.9983332,0.00019512809,0.0005723438,0.0007218661,0.00008698379,0.00009047929],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025041262,0.000347261,0.0011000071,0.00016519747,0.00006854936,0.0000018467541,0.0001991747,0.00034577344,0.0023567278],"category_scores_gemma":[0.00008453628,0.00025086288,0.0003047491,0.000050091272,0.00055986235,0.00002088983,0.00038146848,0.00050653017,0.000011277266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012873356,0.0016845261,0.07606573,0.0021061138,0.0017362107,0.020465925,0.0054483777,0.000010973687,0.0033376438,0.75424945,0.01834552,0.11526218],"study_design_scores_gemma":[0.0048450665,0.0035145814,0.16049856,0.0004449679,0.0021300826,0.0045070387,0.00012513253,0.0000024171375,0.0010728327,0.015862076,0.806384,0.0006132346],"about_ca_topic_score_codex":0.000049455455,"about_ca_topic_score_gemma":0.00004725305,"teacher_disagreement_score":0.7880385,"about_ca_system_score_codex":0.000075856464,"about_ca_system_score_gemma":0.00032002275,"threshold_uncertainty_score":0.99999434},"labels":[],"label_agreement":null},{"id":"W4390788700","doi":"10.1007/978-3-030-97378-0_5621","title":"Secondary Tumors, Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cervix; Medicine; Pathology; Internal medicine; Cancer","score_opus":0.02582349321950801,"score_gpt":0.29134411357220935,"score_spread":0.26552062035270135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390788700","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024279696,0.0017341425,0.0000062234362,0.0011202915,0.0009725005,0.00057441357,0.00035088055,0.00004636646,0.9927672],"genre_scores_gemma":[0.018303033,0.0068840026,0.00015430676,0.0005675636,0.00090752734,0.000045266297,0.0001675788,0.00017111267,0.9727996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773383,0.00009122161,0.00077845954,0.0005009703,0.00050293526,0.0003925885],"domain_scores_gemma":[0.9978922,0.00028632197,0.0003722663,0.0009914086,0.00032459557,0.00013317709],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043199677,0.00031386717,0.0011657474,0.00028742902,0.000046095036,0.0000020072082,0.00044317625,0.0006886559,0.010155872],"category_scores_gemma":[0.00028977924,0.00022609314,0.0004632193,0.00011774852,0.0008822127,0.000019271049,0.0005430801,0.0012925691,0.0002283841],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019744,0.00057818275,0.011080644,0.010333061,0.0008733103,0.018460348,0.0036866795,0.000005602372,0.003432962,0.35318112,0.10815445,0.48823926],"study_design_scores_gemma":[0.0031428435,0.0020375277,0.24944189,0.0004423042,0.0006366843,0.0017250435,0.00011253792,0.000004356368,0.0006875634,0.07391061,0.6672037,0.0006549194],"about_ca_topic_score_codex":0.000026640704,"about_ca_topic_score_gemma":0.00010793307,"teacher_disagreement_score":0.55904925,"about_ca_system_score_codex":0.000056950972,"about_ca_system_score_gemma":0.0007546439,"threshold_uncertainty_score":0.990749},"labels":[],"label_agreement":null},{"id":"W4390800387","doi":"10.1007/978-3-030-97378-0_5617","title":"Mixed Epithelial and Mesenchymal Tumors, Pathology of the cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cervix; Pathology; Mesenchymal stem cell; Medicine; Internal medicine; Cancer","score_opus":0.022063145774569335,"score_gpt":0.24669641608023687,"score_spread":0.22463327030566754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390800387","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15229808,0.0053825206,0.000014440305,0.004887756,0.004539042,0.0019261821,0.0015527605,0.000102253485,0.82929695],"genre_scores_gemma":[0.21964327,0.038674638,0.0019331982,0.0007310986,0.002001039,0.00022615695,0.00030299256,0.00039828502,0.73608935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99818546,0.00007983105,0.0006643511,0.00052525144,0.000268922,0.00027621773],"domain_scores_gemma":[0.9983207,0.00025028017,0.00051143824,0.0006988229,0.00012056246,0.000098193574],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002484878,0.0003568625,0.0011354001,0.00018527884,0.000044198234,0.0000022270008,0.00017522568,0.0005156815,0.00031166035],"category_scores_gemma":[0.00013110705,0.0002472574,0.00029685497,0.000060747556,0.000625312,0.000017321165,0.00026783682,0.00039595994,0.00004784755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011362752,0.0012839056,0.09199163,0.0035786282,0.0023526503,0.027635828,0.005690773,0.000008619722,0.0047937213,0.6810263,0.030521316,0.14998035],"study_design_scores_gemma":[0.008973229,0.0048764236,0.6300409,0.0023701862,0.0041872133,0.0049507194,0.00020823193,0.0000074165187,0.0032418307,0.06285364,0.27706876,0.0012214354],"about_ca_topic_score_codex":0.000037668862,"about_ca_topic_score_gemma":0.00008596883,"teacher_disagreement_score":0.61817265,"about_ca_system_score_codex":0.00004435639,"about_ca_system_score_gemma":0.00026834724,"threshold_uncertainty_score":0.999998},"labels":[],"label_agreement":null},{"id":"W4390800396","doi":"10.1007/978-3-030-97378-0_5674","title":"Mesothelial Tumors, Pathology of the Peritoneum","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"","keywords":"Peritoneum; Mesothelial Cell; Pathology; Medicine","score_opus":0.012081235112078627,"score_gpt":0.23851719610059566,"score_spread":0.22643596098851704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390800396","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.107508466,0.0012482434,0.000005835545,0.0009107367,0.0018355619,0.000758695,0.0014248888,0.00006935275,0.8862382],"genre_scores_gemma":[0.07439577,0.0029324286,0.00023689817,0.00039068845,0.00075518724,0.000035336685,0.00033120502,0.00013349134,0.920789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99858946,0.00004257944,0.00052021444,0.00033436785,0.00032309978,0.00019028777],"domain_scores_gemma":[0.9989229,0.000107008025,0.00035305906,0.0004990151,0.00004339352,0.00007462005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010953645,0.0002547907,0.00066272065,0.000117298216,0.000036695496,8.9019636e-7,0.0001978333,0.0003446517,0.0008297244],"category_scores_gemma":[0.000101098034,0.00018230495,0.00035429213,0.00003561958,0.00072423514,0.000016223537,0.00021563041,0.0003089983,0.0001894318],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046646926,0.0028513863,0.38024408,0.0067352206,0.0017459875,0.021641133,0.0043840413,0.00011900805,0.048732113,0.41186208,0.07921333,0.03780692],"study_design_scores_gemma":[0.001574532,0.0014025816,0.7928349,0.00078084867,0.0011517423,0.001226688,0.000083721316,0.000005243368,0.00080812146,0.028412856,0.17111608,0.00060271187],"about_ca_topic_score_codex":0.000007928298,"about_ca_topic_score_gemma":0.000008046034,"teacher_disagreement_score":0.41259077,"about_ca_system_score_codex":0.000034115204,"about_ca_system_score_gemma":0.00015084456,"threshold_uncertainty_score":0.90849006},"labels":[],"label_agreement":null},{"id":"W4390800414","doi":"10.1007/978-3-030-97378-0_5619","title":"Melanocytic Tumors, Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cervix; Medicine; Pathology; Internal medicine; Cancer","score_opus":0.016661982166438626,"score_gpt":0.2408478405333675,"score_spread":0.22418585836692886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390800414","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008956993,0.0004705298,0.000035868776,0.0006824943,0.002568196,0.0008440717,0.00008975106,0.00010813627,0.98624396],"genre_scores_gemma":[0.02425847,0.0023812023,0.00019622974,0.00032538938,0.00036561332,0.00002709781,0.000047734262,0.000114319955,0.97228396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813586,0.00006833753,0.00075616693,0.00043904307,0.0003297113,0.0002708839],"domain_scores_gemma":[0.998136,0.00013919277,0.00059095764,0.00092810846,0.00012813087,0.000077602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025944726,0.00031917906,0.00096163974,0.00033220896,0.00004166388,0.0000018575086,0.00028139687,0.00047879084,0.0008422966],"category_scores_gemma":[0.00018023691,0.00023982978,0.00039398536,0.0000925244,0.00040595233,0.000011476832,0.00034328236,0.0005211611,0.00028491422],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015681743,0.0008120861,0.0044307457,0.0074056685,0.0020904571,0.070433035,0.005186173,0.000058318252,0.013106187,0.6754071,0.10531073,0.114191286],"study_design_scores_gemma":[0.0021703094,0.0019646892,0.012719806,0.00088160334,0.0016339443,0.010209206,0.00019298696,0.00001576568,0.00079080637,0.027934361,0.9407804,0.0007061258],"about_ca_topic_score_codex":0.000013728124,"about_ca_topic_score_gemma":0.000058749385,"teacher_disagreement_score":0.83546966,"about_ca_system_score_codex":0.00006482427,"about_ca_system_score_gemma":0.00017031052,"threshold_uncertainty_score":0.9779974},"labels":[],"label_agreement":null},{"id":"W4390800441","doi":"10.1007/978-3-030-97378-0_5616","title":"Mesenchymal Benign and Malignant Tumors, Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Mesenchymal stem cell; Pathology; Cervix; Medicine; Cancer; Internal medicine","score_opus":0.01952283884184469,"score_gpt":0.2511868460594162,"score_spread":0.23166400721757152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390800441","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28678715,0.011494519,0.000006477628,0.002683532,0.001727306,0.0017436635,0.0006351963,0.000094878735,0.69482726],"genre_scores_gemma":[0.4316849,0.039815813,0.001447404,0.00076232594,0.0008920715,0.00022254279,0.00029353183,0.000373363,0.524508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980635,0.00008163206,0.00071283174,0.0005480802,0.0002921801,0.0003017653],"domain_scores_gemma":[0.9981868,0.0003118286,0.00050149317,0.0007776845,0.00012126162,0.00010087847],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026003772,0.00037864194,0.0011809485,0.00021797267,0.000047714282,0.00000219701,0.00018919139,0.000513309,0.0002508631],"category_scores_gemma":[0.00014362717,0.00025100837,0.00032151252,0.0000621769,0.00058345724,0.000016623495,0.00031676324,0.00036085816,0.000046141227],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053112453,0.0013769623,0.2950048,0.00231584,0.001497046,0.054130528,0.004751589,0.000004829101,0.0032143795,0.5436154,0.016502902,0.07705461],"study_design_scores_gemma":[0.005162554,0.0031176866,0.8000359,0.0023043214,0.0033864833,0.010105062,0.00029588706,0.0000067089077,0.0018442885,0.059887733,0.112767,0.001086403],"about_ca_topic_score_codex":0.000027801127,"about_ca_topic_score_gemma":0.000047559504,"teacher_disagreement_score":0.50503105,"about_ca_system_score_codex":0.00003306742,"about_ca_system_score_gemma":0.00017135846,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W4390820930","doi":"10.1007/978-3-030-97378-0_5613","title":"Squamous Cell Carcinoma and Precursors, Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cervix; Basal cell; Pathology; Medicine; Carcinoma; Gynecology; Internal medicine; Cancer","score_opus":0.022388060703246872,"score_gpt":0.2724768199309083,"score_spread":0.2500887592276614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390820930","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03981087,0.0043240963,0.000004591683,0.0006663316,0.00070064364,0.00073883485,0.00024564815,0.000032022726,0.95347697],"genre_scores_gemma":[0.45741448,0.0046293032,0.000104552106,0.00018618125,0.0004589324,0.0000362396,0.0000660262,0.00012209809,0.5369822],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980369,0.00009779563,0.00058480166,0.00051638525,0.00040158723,0.00036251254],"domain_scores_gemma":[0.9981902,0.00035241846,0.0002999463,0.00076200464,0.00024685325,0.00014853748],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033292224,0.0003045649,0.0009472651,0.00023787175,0.000045956855,0.0000024059889,0.00029327392,0.00072770315,0.0016578622],"category_scores_gemma":[0.00021368552,0.00022215409,0.00025958355,0.00008788711,0.00081105786,0.000016321666,0.00049136917,0.000862862,0.00005216316],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006095276,0.001883663,0.19928953,0.039265215,0.00056651805,0.024730856,0.021060362,0.000013212977,0.0105731115,0.23452942,0.094444655,0.36754817],"study_design_scores_gemma":[0.006609502,0.005197504,0.6938607,0.00019853348,0.001397843,0.0015922111,0.00024452372,0.000015948985,0.002070074,0.038525783,0.2492884,0.0009989718],"about_ca_topic_score_codex":0.00005021894,"about_ca_topic_score_gemma":0.000110404384,"teacher_disagreement_score":0.49457118,"about_ca_system_score_codex":0.00004091634,"about_ca_system_score_gemma":0.00032134593,"threshold_uncertainty_score":0.99925476},"labels":[],"label_agreement":null},{"id":"W4390821849","doi":"10.1007/978-3-030-97378-0_5620","title":"Germ Cell, Lymphoid and Myeloid Tumors, Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Pathology; Medicine; Myeloid; Cervix; Germ cell tumors; Biology; Cancer research; Internal medicine; Cancer","score_opus":0.012048185871899025,"score_gpt":0.22896495984509277,"score_spread":0.21691677397319375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390821849","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22374372,0.0059215906,0.0000024035032,0.0008240583,0.0012562744,0.0010053898,0.00042332674,0.000070648246,0.7667526],"genre_scores_gemma":[0.24301991,0.051788755,0.00065975194,0.00077374594,0.0007066497,0.00016181398,0.0002632837,0.00028360618,0.7023425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979094,0.00007901367,0.00078591134,0.00058784394,0.00030633825,0.00033144964],"domain_scores_gemma":[0.9978591,0.0003282063,0.00071105943,0.0008496142,0.00013016773,0.000121830664],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024304904,0.00044838522,0.0012641912,0.00022347448,0.00005755254,0.0000030854192,0.00021878294,0.0006158548,0.00023377844],"category_scores_gemma":[0.000110476896,0.0003082131,0.00035118498,0.000068405,0.00063206896,0.000021683203,0.00035633286,0.00025692102,0.00008798769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010754396,0.0030390266,0.4875337,0.00688631,0.0017494737,0.048369855,0.008717531,0.000008137215,0.010458919,0.23025969,0.04598108,0.15592088],"study_design_scores_gemma":[0.011814674,0.0040922565,0.59713805,0.0018787929,0.003785035,0.011327507,0.00025520648,0.0000060901834,0.0074000093,0.029739346,0.33105922,0.0015038196],"about_ca_topic_score_codex":0.000038066042,"about_ca_topic_score_gemma":0.00002932452,"teacher_disagreement_score":0.28507814,"about_ca_system_score_codex":0.000084030406,"about_ca_system_score_gemma":0.00036452623,"threshold_uncertainty_score":0.999937},"labels":[],"label_agreement":null},{"id":"W4390822008","doi":"10.1007/978-3-030-97378-0_5618","title":"Neuroendocrine Tumors, Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cervix; Neuroendocrine tumors; Medicine; Pathology; Gynecology; Internal medicine; Cancer","score_opus":0.022986463479480735,"score_gpt":0.2921978224105791,"score_spread":0.2692113589310984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390822008","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046350405,0.0014949063,0.0000059827244,0.003724673,0.0024006837,0.0019036004,0.00047828906,0.00020771677,0.94343376],"genre_scores_gemma":[0.024554804,0.0095223645,0.00034580874,0.00042731184,0.00053351885,0.000070027694,0.00009255124,0.00030692422,0.9641467],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649805,0.00018107431,0.001126406,0.0007801232,0.00073363265,0.00068070716],"domain_scores_gemma":[0.99665815,0.00048433678,0.0007987721,0.0015815861,0.00029361955,0.00018353753],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018485411,0.00052496267,0.0015360389,0.00050601095,0.000055975663,0.000002854281,0.0007240567,0.00007103714,0.0006032302],"category_scores_gemma":[0.0011668367,0.00038966918,0.0005309409,0.00019150785,0.0012296695,0.00004468481,0.00090511533,0.0013416193,0.00021088765],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017657975,0.0008745956,0.019140482,0.006740756,0.00059155887,0.65406257,0.00057225954,0.00003862331,0.024700167,0.20340076,0.06317566,0.02493679],"study_design_scores_gemma":[0.004262926,0.005073381,0.0338949,0.0013556719,0.00085861277,0.08183947,0.00009076866,0.000008021972,0.007949941,0.05789607,0.8056945,0.0010757085],"about_ca_topic_score_codex":0.000014755211,"about_ca_topic_score_gemma":0.000050151186,"teacher_disagreement_score":0.74251884,"about_ca_system_score_codex":0.000041632444,"about_ca_system_score_gemma":0.0003829118,"threshold_uncertainty_score":0.9998555},"labels":[],"label_agreement":null},{"id":"W4390826315","doi":"10.1007/978-3-030-97378-0_5679","title":"Tumor-Like Lesions and Endometriosis, Pathology of the Peritoneum","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"","keywords":"Endometriosis; Peritoneum; Pathology; Medicine","score_opus":0.019565164953141725,"score_gpt":0.2575886282099197,"score_spread":0.23802346325677795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390826315","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10162837,0.020339763,0.000012733545,0.005541192,0.0058918297,0.0025809754,0.0013699881,0.00013567813,0.8624995],"genre_scores_gemma":[0.20921546,0.14028445,0.0015860397,0.0013726522,0.0011043147,0.0003302105,0.00020712982,0.00039658046,0.64550316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998263,0.00006432592,0.0006217932,0.0005215664,0.00026561928,0.00026367806],"domain_scores_gemma":[0.9980128,0.00055479613,0.00046685827,0.0007385641,0.00012155822,0.000105441744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020787427,0.0003395056,0.0011047088,0.00033684928,0.00005972469,0.000002524174,0.00016850003,0.00039745282,0.00027604445],"category_scores_gemma":[0.00027599253,0.0002394234,0.00031271973,0.00011156331,0.0006118781,0.000017529052,0.00027605306,0.00042318887,0.000037432426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010475222,0.0028477465,0.16771238,0.0053095464,0.0037295693,0.042398892,0.007082324,0.000009548443,0.0066460995,0.46179682,0.06925604,0.2321635],"study_design_scores_gemma":[0.0054386635,0.0033009513,0.31769317,0.0017058025,0.003436623,0.0047569936,0.00019050145,0.000002433483,0.00091320125,0.012200199,0.64953995,0.00082153623],"about_ca_topic_score_codex":0.000029424735,"about_ca_topic_score_gemma":0.000051661307,"teacher_disagreement_score":0.5802839,"about_ca_system_score_codex":0.000051147363,"about_ca_system_score_gemma":0.000248897,"threshold_uncertainty_score":0.9763403},"labels":[],"label_agreement":null},{"id":"W4390830338","doi":"10.1007/978-3-030-97378-0_5615","title":"Other Epithelial Tumors (Adenosquamous Carcinoma, Mucoepidermoid Carcinoma, Adenoid Basal Carcinoma, Adenoid Cystic Carcinoma), Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Mucoepidermoid carcinoma; Adenoid cystic carcinoma; Adenosquamous carcinoma; Carcinoma; Pathology; Medicine; Adenocarcinoma; Internal medicine; Cancer","score_opus":0.020026608622246814,"score_gpt":0.24397792069657928,"score_spread":0.22395131207433247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390830338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84938127,0.008626245,0.000016983857,0.0011528973,0.0034971603,0.002841772,0.0027451976,0.0001900002,0.13154848],"genre_scores_gemma":[0.90231603,0.0006456766,0.00023799819,0.00071058044,0.0015740616,0.0002981743,0.000434747,0.0005655326,0.09321719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99148786,0.0006570843,0.0028443765,0.0021524646,0.0012879013,0.0015703132],"domain_scores_gemma":[0.9925739,0.0012058809,0.0020305354,0.003071282,0.0005434888,0.00057491334],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008386666,0.0018495404,0.004060548,0.0010695488,0.00028052749,0.000018117471,0.0012428805,0.0017247988,0.0013520806],"category_scores_gemma":[0.0005405878,0.0014107984,0.0017518107,0.00037557946,0.0016083808,0.000109276116,0.0008803288,0.0018080057,0.00052810187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010145673,0.0010307785,0.9313114,0.0018765866,0.00052628666,0.035538413,0.0035249395,0.000016723972,0.0008541146,0.016116548,0.0070527936,0.0011368038],"study_design_scores_gemma":[0.0060272203,0.0030061721,0.9683917,0.00053173566,0.0030944631,0.0048086448,0.00029834046,0.000022768618,0.0020516927,0.005703316,0.0047091795,0.0013547678],"about_ca_topic_score_codex":0.0016003626,"about_ca_topic_score_gemma":0.0004729563,"teacher_disagreement_score":0.052934777,"about_ca_system_score_codex":0.00040490515,"about_ca_system_score_gemma":0.0013209136,"threshold_uncertainty_score":0.99957114},"labels":[],"label_agreement":null},{"id":"W4390830671","doi":"10.1007/978-3-030-97378-0_5611","title":"WHO Classification of Tumors of the Uterine Cervix, Pathology of the Uterine Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Uterine cervix; Cervix; Medicine; Gynecology; Pathology; Carcinoma; Cancer; Internal medicine","score_opus":0.040413578727064386,"score_gpt":0.32469135392744236,"score_spread":0.284277775200378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390830671","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10354967,0.001178683,0.000060233695,0.0039851153,0.0019671917,0.001818599,0.0012327089,0.000048726008,0.88615906],"genre_scores_gemma":[0.5351676,0.009791911,0.00021767453,0.0002663197,0.00074547436,0.00009367506,0.00014788719,0.00020100034,0.45336848],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99687177,0.00019583666,0.001349786,0.00051367865,0.0007097677,0.00035917773],"domain_scores_gemma":[0.9962911,0.0002680291,0.0010927686,0.0016304532,0.0006220332,0.000095592026],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005986591,0.0003553446,0.0014448572,0.00030027324,0.000044295426,0.0000018800569,0.0008269141,0.0005760136,0.0028437765],"category_scores_gemma":[0.00036571085,0.00022684093,0.0005466172,0.000262172,0.0013811974,0.000027710375,0.00085652067,0.00082115654,0.00002145304],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056084697,0.0020499516,0.075815946,0.041405942,0.0016867716,0.0020212438,0.010587044,0.000046075493,0.13923402,0.39009312,0.023469342,0.30798206],"study_design_scores_gemma":[0.0018804452,0.0013668865,0.87463844,0.0005373935,0.00036599473,0.00031288725,0.00012278161,0.000029954565,0.0037367637,0.010954036,0.1057311,0.00032329207],"about_ca_topic_score_codex":0.000088136796,"about_ca_topic_score_gemma":0.00019529829,"teacher_disagreement_score":0.7988225,"about_ca_system_score_codex":0.00006480077,"about_ca_system_score_gemma":0.000420877,"threshold_uncertainty_score":0.99806774},"labels":[],"label_agreement":null},{"id":"W4390830909","doi":"10.1007/978-3-030-97378-0_5614","title":"Adenocarcinoma and Precursors, Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cervix; Adenocarcinoma; Pathology; Medicine; Internal medicine; Cancer","score_opus":0.028215676557713044,"score_gpt":0.28593930159369557,"score_spread":0.2577236250359825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390830909","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01155337,0.006799981,0.000006080897,0.0013825686,0.0007377929,0.0007549682,0.00022696468,0.000038238228,0.9785],"genre_scores_gemma":[0.08639822,0.02450935,0.00022934728,0.0003664252,0.0008400203,0.00005887114,0.000098184486,0.0001845521,0.88731503],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99818844,0.00008443341,0.0005523361,0.00047335436,0.00038630527,0.00031515324],"domain_scores_gemma":[0.9983823,0.00026999068,0.00026954545,0.00071461516,0.00023285733,0.00013069318],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034144358,0.00026837323,0.00092142617,0.00022903128,0.00004021876,0.0000021557187,0.00027398052,0.00067990104,0.0018358303],"category_scores_gemma":[0.00027180198,0.00019181619,0.0002402942,0.00008596048,0.00091795117,0.000016706821,0.0004892673,0.00080289214,0.000052209616],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028260474,0.00052206067,0.13665421,0.012160088,0.0010531618,0.009610153,0.008027035,0.000003192536,0.002089639,0.4069691,0.043561585,0.37652373],"study_design_scores_gemma":[0.0024203907,0.0020386304,0.79177684,0.00029775634,0.00076734176,0.0013563283,0.000101303944,0.0000059788754,0.00028268227,0.04787526,0.15261222,0.00046526076],"about_ca_topic_score_codex":0.000024802357,"about_ca_topic_score_gemma":0.00008537231,"teacher_disagreement_score":0.65512264,"about_ca_system_score_codex":0.00003386246,"about_ca_system_score_gemma":0.00027575518,"threshold_uncertainty_score":0.9990766},"labels":[],"label_agreement":null},{"id":"W4390831200","doi":"10.1007/978-3-030-97378-0_5672","title":"WHO Classification of Tumors of the Peritoneum, Pathology of the Peritoneum","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Peritoneum; Pathology; Medicine","score_opus":0.019527811966385516,"score_gpt":0.248477137427743,"score_spread":0.2289493254613575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390831200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6704396,0.00082621124,0.0000049283644,0.0017310428,0.0022018156,0.0010411512,0.0005252475,0.000035897236,0.32319412],"genre_scores_gemma":[0.79186094,0.0023128574,0.00015992454,0.00015772067,0.00042830707,0.000047267727,0.0000615797,0.00012844245,0.20484295],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99709386,0.00016535792,0.0013931517,0.00047019834,0.00054756354,0.00032984346],"domain_scores_gemma":[0.9965939,0.00020535196,0.0016016607,0.0011458271,0.0003915218,0.00006172402],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040819767,0.00039687613,0.0014860525,0.00021043456,0.00007395198,0.000001700934,0.0006307724,0.000705399,0.00019628662],"category_scores_gemma":[0.00027990463,0.00024995278,0.0006293257,0.00017644069,0.0023490412,0.000030958257,0.00034967987,0.0006932584,0.000015696058],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056627684,0.0005390683,0.020391522,0.004919795,0.00035775406,0.00068077794,0.008178919,0.000010534072,0.5742102,0.37973866,0.0042319745,0.0061745318],"study_design_scores_gemma":[0.0023755226,0.0033794343,0.80774426,0.0060983524,0.0020574438,0.002812583,0.002266204,0.00004305046,0.07722035,0.021606436,0.07319597,0.0012004018],"about_ca_topic_score_codex":0.000048917518,"about_ca_topic_score_gemma":0.000045896526,"teacher_disagreement_score":0.78735274,"about_ca_system_score_codex":0.000034329336,"about_ca_system_score_gemma":0.0004004898,"threshold_uncertainty_score":0.9999953},"labels":[],"label_agreement":null},{"id":"W4390831432","doi":"10.1007/978-3-030-97378-0_5612","title":"TNM/FIGO Classification, Pathology of the Cervix","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cervix; Medicine; Pathology; Internal medicine; Cancer","score_opus":0.03986687227543168,"score_gpt":0.28722477179133715,"score_spread":0.24735789951590548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390831432","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057488363,0.0016204882,0.000022743743,0.0017480961,0.0022926435,0.00081253255,0.00029352732,0.00007035092,0.98739076],"genre_scores_gemma":[0.03544011,0.011745874,0.000434993,0.00049916975,0.00089965464,0.00009433934,0.000278358,0.00015362137,0.9504539],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979416,0.00008363985,0.0008372657,0.0004860499,0.00038413476,0.000267306],"domain_scores_gemma":[0.9977045,0.0003275157,0.0006875223,0.00091792963,0.00026465088,0.00009786698],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024311425,0.00032468847,0.0010663394,0.0002827689,0.00004302627,0.0000015521313,0.00032400477,0.0007021343,0.0009680324],"category_scores_gemma":[0.00037576255,0.00021945982,0.00044013548,0.00019396967,0.0004974453,0.000018755687,0.00020071863,0.00047597417,0.000244725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024962157,0.0016003378,0.059520908,0.0035636988,0.0023939158,0.0058051604,0.0029016428,0.0000071043432,0.0081804525,0.67717844,0.0524003,0.18395184],"study_design_scores_gemma":[0.0071263216,0.0025133814,0.2725166,0.0008062791,0.002638758,0.0008031164,0.00013388833,0.0000035396044,0.0009922696,0.07686595,0.6348357,0.0007641591],"about_ca_topic_score_codex":0.000016188815,"about_ca_topic_score_gemma":0.000041644238,"teacher_disagreement_score":0.6003125,"about_ca_system_score_codex":0.00007213154,"about_ca_system_score_gemma":0.00025635754,"threshold_uncertainty_score":0.9999452},"labels":[],"label_agreement":null}]}