{"meta":{"query_hash":"cd60e5c1b34b","filters":{"venue":"Cancer Biomarkers"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/cd60e5c1b34b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cancer+Biomarkers"},"results":[{"id":"W1581334302","doi":"10.3233/cbm-2009-0102","title":"Cancer cell expressions of immunoglobulin heavy chains with unique carbohydrate-associated biomarker","year":2009,"lang":"en","type":"article","venue":"Cancer Biomarkers","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biomarker; Antibody; Cancer; Cancer research; Computational biology; Immunology; Medicine; Biology; Internal medicine; Biochemistry","score_opus":0.014175765854947238,"score_gpt":0.2919089808176259,"score_spread":0.27773321496267867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581334302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967063,0.0009271554,0.0007166155,0.00001780392,0.0000065025574,0.000015430654,0.00024026334,0.000019369463,0.0013506168],"genre_scores_gemma":[0.9965418,0.00058118533,0.00095335144,0.000014723063,0.00000406229,0.000016951184,0.00079460285,0.000004908205,0.0010883966],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99989164,0.000010352499,0.000012355251,0.000017417582,0.000036290905,0.000032006883],"domain_scores_gemma":[0.99982893,0.000039748826,0.000023635472,0.000033242344,0.000049348622,0.00002507288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105789186,0.00014801478,0.00017840411,0.00038749404,0.00018375777,0.00028736622,0.000103838865,0.0002025697,0.0009662124],"category_scores_gemma":[0.00020522907,0.00007320966,0.00014253485,0.00057536084,0.0001505473,0.00014616706,0.00015654259,0.0001411679,0.00021742043],"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":[0.00007682871,0.00001903865,0.0045532268,0.00003414342,0.000011020533,0.00015625477,0.00007258266,0.000032914475,0.99291855,0.00009383922,0.000036563182,0.0019950357],"study_design_scores_gemma":[0.000025372683,0.00052832096,0.10119951,0.000009574002,0.00010232185,0.0023539548,0.00032149168,0.0010215167,0.88779837,0.00012184534,0.0065046493,0.000013072277],"about_ca_topic_score_codex":0.0017494806,"about_ca_topic_score_gemma":0.0014568176,"teacher_disagreement_score":0.0017494806,"about_ca_system_score_codex":0.00023842076,"about_ca_system_score_gemma":0.00020185344,"threshold_uncertainty_score":0.003478527},"labels":[],"label_agreement":null},{"id":"W1593072503","doi":"10.3233/cbm-2012-0271","title":"miRNAs as important drivers of glioblastomas: A no-brainer?","year":2012,"lang":"en","type":"review","venue":"Cancer Biomarkers","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Moncton Hospital; Université de Moncton","funders":"","keywords":"microRNA; Glioblastoma; Cancer; Computational biology; Medicine; Bioinformatics; Cancer research; Biology; Gene; Internal medicine; Genetics","score_opus":0.02071172597223211,"score_gpt":0.3170265346477817,"score_spread":0.2963148086755496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593072503","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019802935,0.9967566,0.00015061427,0.0021127895,0.0002768007,0.00000160152,0.000010625569,0.000008125995,0.00048489947],"genre_scores_gemma":[0.0015747397,0.9964696,0.00019831586,0.0007448852,0.0003286501,0.0000035088601,0.000015984022,0.000002715295,0.0006615091],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984515,0.00003447258,0.000021198382,0.00002693416,0.00005323228,0.0000189133],"domain_scores_gemma":[0.9997106,0.000103039456,0.00003911347,0.000013295308,0.00009378236,0.000040149112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059443945,0.00050922733,0.0012109373,0.00082729995,0.0002637918,0.0011219617,0.0005831798,0.0014258329,0.0021642807],"category_scores_gemma":[0.00074896705,0.00021439228,0.0003176732,0.00093386264,0.00076445955,0.0022000722,0.0005972329,0.0018986019,0.0018701642],"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":[0.00012717991,0.000037630318,0.0004758434,0.005240971,0.00006803101,0.00047190645,0.00010982492,0.00016140955,0.0042687207,0.0104582915,0.036951806,0.94162846],"study_design_scores_gemma":[0.000023340679,0.000105512605,0.001252304,0.0019702069,0.00008188573,0.0026178292,0.00017541641,0.0000937968,0.0014571999,0.0085054105,0.98369217,0.000024933232],"about_ca_topic_score_codex":0.0008116676,"about_ca_topic_score_gemma":0.0019036969,"teacher_disagreement_score":0.0021642807,"about_ca_system_score_codex":0.0006456385,"about_ca_system_score_gemma":0.0011388416,"threshold_uncertainty_score":0.007240236},"labels":[],"label_agreement":null},{"id":"W1600925781","doi":"10.3233/cbm-140448","title":"Detection of circulating tumour cells in peripheral blood of patients with malignant pleural mesothelioma","year":2015,"lang":"en","type":"article","venue":"Cancer Biomarkers","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Circulating tumor cell; Oncology; Mesothelioma; Cohort; Overall survival; Prospective cohort study; Pathology; Cancer; Metastasis","score_opus":0.018245807063074094,"score_gpt":0.25042899194089047,"score_spread":0.23218318487781636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600925781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99901104,0.0005182501,0.000117377844,0.000019017642,0.000004637711,0.0000060312045,0.00015265236,0.000005948746,0.00016509133],"genre_scores_gemma":[0.9995136,0.00008764904,0.00010818454,0.000013499956,0.000010849248,0.000009268382,0.00015483305,0.000001200186,0.00010088505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997769,0.000048539012,0.000031348678,0.000062027604,0.00004230157,0.00003892427],"domain_scores_gemma":[0.99889225,0.00032155513,0.0004334138,0.00005628899,0.00011324112,0.00018320019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000292422,0.00019535238,0.00032948863,0.0005024296,0.00025378205,0.00046596042,0.00016815738,0.00038000586,0.0012490203],"category_scores_gemma":[0.002505077,0.00018316144,0.00012204254,0.00047125728,0.00016931821,0.00033109265,0.00020064591,0.0002695457,0.00029533025],"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":[0.00085802365,0.00004969913,0.98945963,0.000037551916,0.000024781135,0.00057044683,0.00007758139,0.00008211845,0.0039161174,0.000014554136,0.00014493946,0.004764551],"study_design_scores_gemma":[0.000040272367,0.0008832132,0.9931774,0.0000102006825,0.00004947354,0.0036126212,0.000075818236,0.00033096498,0.0013167923,0.000032197408,0.00046487502,0.000006217192],"about_ca_topic_score_codex":0.00044060627,"about_ca_topic_score_gemma":0.00034374607,"teacher_disagreement_score":0.0012490203,"about_ca_system_score_codex":0.00020756105,"about_ca_system_score_gemma":0.00014245603,"threshold_uncertainty_score":0.004178345},"labels":[],"label_agreement":null},{"id":"W1614336078","doi":"10.3233/cbm-2009-0134","title":"Positive identification of CA215 pan cancer biomarker from serum specimens of cancer patients","year":2009,"lang":"en","type":"article","venue":"Cancer Biomarkers","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Cancer; Biomarker; Medicine; Identification (biology); Oncology; Internal medicine; Cancer research; Biology; Genetics","score_opus":0.012774141328180688,"score_gpt":0.31173867460027616,"score_spread":0.2989645332720955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1614336078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99526924,0.0022322552,0.0007561314,0.00004170145,0.00001519867,0.000029908542,0.00025998117,0.00004616308,0.001349491],"genre_scores_gemma":[0.9985299,0.00026903593,0.00063532335,0.000036145488,0.000010696178,0.000010321986,0.00033327393,0.0000026517096,0.00017265193],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952745,0.00008944499,0.0000647706,0.00011709798,0.00014519686,0.000055921973],"domain_scores_gemma":[0.99932003,0.00017994191,0.00019548014,0.000056678284,0.00015616487,0.000091662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006167993,0.00029335468,0.0002523409,0.0009190237,0.00022311026,0.0004320942,0.00021249393,0.00037755008,0.0014338898],"category_scores_gemma":[0.0014695241,0.00010175056,0.00016472362,0.00058346783,0.00023312186,0.00023352697,0.0002465286,0.00020526118,0.0003370516],"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":[0.00093711953,0.00005965981,0.906432,0.00020210948,0.00011122115,0.000818914,0.000176298,0.0001347254,0.0747266,0.0000756532,0.00046393595,0.015861707],"study_design_scores_gemma":[0.00003527537,0.0006852034,0.9057483,0.00003659155,0.00019534647,0.011902888,0.00021667966,0.0015316149,0.074012995,0.00009088076,0.0055275215,0.000016680775],"about_ca_topic_score_codex":0.00075237284,"about_ca_topic_score_gemma":0.00086634787,"teacher_disagreement_score":0.0014338898,"about_ca_system_score_codex":0.0002754243,"about_ca_system_score_gemma":0.00014828997,"threshold_uncertainty_score":0.004796803},"labels":[],"label_agreement":null},{"id":"W1746554571","doi":"10.3233/cbm-150512","title":"Quantitative assessment of the association between DNMT3B-579G>T polymorphism and cancer risk","year":2015,"lang":"en","type":"article","venue":"Cancer Biomarkers","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Odds ratio; Colorectal cancer; DNMT3B; Medicine; Oncology; Internal medicine; Confidence interval; Genotype; Population; Cancer; Methyltransferase; Genetics; Biology; Methylation; Gene","score_opus":0.027299298482471753,"score_gpt":0.33440166045054925,"score_spread":0.3071023619680775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1746554571","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02313419,0.9569301,0.009669661,0.00077739597,0.00035163673,0.0010920545,0.0067783603,0.00007402907,0.0011925274],"genre_scores_gemma":[0.67127496,0.27890286,0.03357599,0.001469624,0.0006567214,0.00626022,0.006848731,0.0000962399,0.0009145738],"study_design_codex":"meta_analysis","study_design_gemma":"observational","domain_scores_codex":[0.9488785,0.019496437,0.01991067,0.005209244,0.0060791257,0.00042602944],"domain_scores_gemma":[0.8523287,0.11073116,0.026652562,0.0039419937,0.0059355507,0.00041002838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05102298,0.0020215625,0.008079188,0.014199787,0.00065663125,0.0030343034,0.0019566016,0.0017722651,0.0030457044],"category_scores_gemma":[0.11783253,0.0009629394,0.017436944,0.012415158,0.00121744,0.0017367293,0.002044917,0.0013576761,0.00023532331],"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":[0.002237017,0.00004992076,0.08498468,0.40809262,0.4476,0.00023223249,0.0004260502,0.0012915797,0.0014795513,0.0010758047,0.0013681296,0.051162355],"study_design_scores_gemma":[0.00073356886,0.00063749735,0.089719005,0.05310889,0.83739024,0.0009919972,0.00036484646,0.0013311451,0.0012252983,0.0032881794,0.011070318,0.00013903886],"about_ca_topic_score_codex":0.00287544,"about_ca_topic_score_gemma":0.0049028276,"teacher_disagreement_score":0.05102298,"about_ca_system_score_codex":0.0014164669,"about_ca_system_score_gemma":0.0026564456,"threshold_uncertainty_score":0.2698385},"labels":[],"label_agreement":null},{"id":"W2172852588","doi":"10.3233/cbm-150553","title":"The serum level of NX-DCP-R, but not DCP, is not increased in alcoholic liver disease without hepatocellular carcinoma","year":2016,"lang":"en","type":"article","venue":"Cancer Biomarkers","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Hepatocellular carcinoma; Alcoholic liver disease; Medicine; Internal medicine; Liver disease; Gastroenterology; Cirrhosis","score_opus":0.17065250235361604,"score_gpt":0.36391552403400207,"score_spread":0.19326302168038603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172852588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99963737,0.00012982464,0.000047667672,0.0000075134694,0.0000029255232,0.0000019692723,0.000036839498,0.00000225351,0.00013353667],"genre_scores_gemma":[0.9998043,0.000035846602,0.000044619526,0.0000057248444,0.0000055746777,0.000001137354,0.000057295936,7.990625e-7,0.00004472757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998061,0.000040732913,0.000033787903,0.00005587779,0.00003107633,0.00003242436],"domain_scores_gemma":[0.998872,0.0002777911,0.00045730048,0.00008393586,0.000085881125,0.00022315822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003515289,0.00025567127,0.00029100612,0.0005857443,0.00027507814,0.0003500818,0.00016193552,0.00030737507,0.0015085234],"category_scores_gemma":[0.0015206576,0.00024647382,0.00021203452,0.000343061,0.0003105063,0.0002621553,0.0002696223,0.00030863157,0.00023465387],"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":[0.0002997372,0.000019595673,0.9973815,0.000007825486,0.000024832892,0.00014662094,0.00002571895,0.000011717169,0.0014178926,0.0000053007584,0.000014538263,0.00064481964],"study_design_scores_gemma":[0.000008396255,0.00014798931,0.9983015,0.0000023280434,0.000029339231,0.0009758712,0.00005951064,0.00010135215,0.00028643696,0.0000151577615,0.00007028818,0.0000017976483],"about_ca_topic_score_codex":0.0007557498,"about_ca_topic_score_gemma":0.0007668264,"teacher_disagreement_score":0.0015085234,"about_ca_system_score_codex":0.00012238167,"about_ca_system_score_gemma":0.0001322219,"threshold_uncertainty_score":0.0050465465},"labels":[],"label_agreement":null},{"id":"W2475073020","doi":"10.3233/cbm-160644","title":"MMS19 as a potential predictive marker of adjuvant chemotherapy benefit in resected non-small cell lung cancer","year":2016,"lang":"en","type":"article","venue":"Cancer Biomarkers","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"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":"Agence Nationale de la Recherche","keywords":"Cisplatin; Medicine; Oncology; Predictive marker; Internal medicine; Lung cancer; Chemotherapy; Adjuvant; Adjuvant chemotherapy; Cancer; Cancer research; Breast cancer","score_opus":0.00869671891062064,"score_gpt":0.26804773923053427,"score_spread":0.25935102031991364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2475073020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99734974,0.0010031699,0.000675049,0.000108360226,0.000009687661,0.0000315891,0.0004597005,0.000016910266,0.0003459131],"genre_scores_gemma":[0.99844724,0.00009814763,0.00070600887,0.00002807448,0.000013545812,0.00001806886,0.0005092656,0.0000032549128,0.00017640613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997392,0.00010713489,0.000026186817,0.000048713166,0.000050681218,0.00002806894],"domain_scores_gemma":[0.9991848,0.00034043606,0.000285891,0.000039828596,0.000055129083,0.00009389085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009354001,0.00026491113,0.0004552536,0.0007510322,0.00017331181,0.00041285498,0.0002129651,0.00026280826,0.0014468362],"category_scores_gemma":[0.0015063832,0.00013208756,0.00025759937,0.00046231397,0.00022037323,0.00015841462,0.00022271812,0.00031508645,0.00021372468],"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":[0.0055834185,0.00012511208,0.94994015,0.000078111174,0.00022649493,0.0001500057,0.0000380711,0.0009884324,0.028166642,0.000103497754,0.00031668984,0.014283345],"study_design_scores_gemma":[0.00022797663,0.002296625,0.96362156,0.000019430307,0.00039526864,0.00067527086,0.000064136926,0.005604602,0.024834668,0.00046627893,0.0017820819,0.000011992215],"about_ca_topic_score_codex":0.0002570204,"about_ca_topic_score_gemma":0.0006118463,"teacher_disagreement_score":0.0014468362,"about_ca_system_score_codex":0.00027760584,"about_ca_system_score_gemma":0.00023075785,"threshold_uncertainty_score":0.004946947},"labels":[],"label_agreement":null},{"id":"W2562879586","doi":"10.3233/cbm-161680","title":"ALK gene copy number in lung cancer: Unspecific polyploidy versus specific amplification visible as double minutes","year":2016,"lang":"en","type":"article","venue":"Cancer Biomarkers","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Locus (genetics); Gene duplication; Biology; Copy-number variation; Gene dosage; Gene; Molecular biology; Fluorescence in situ hybridization; Genetics; Gene expression; Chromosome; Genome","score_opus":0.030344621135806406,"score_gpt":0.3643718565068905,"score_spread":0.33402723537108414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562879586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99803084,0.00068814016,0.000630693,0.000018234692,0.0000020377072,0.000007811502,0.00005653061,0.000010383247,0.00055532774],"genre_scores_gemma":[0.9995895,0.00008715139,0.00020598235,0.0000042726347,0.000001974673,0.0000034707728,0.00003242596,0.0000018924133,0.00007326205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99970216,0.00005875403,0.000037457372,0.00007135083,0.000102942635,0.000027378019],"domain_scores_gemma":[0.9990533,0.00034671318,0.00042624903,0.000047253263,0.00006130255,0.00006512101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053961744,0.00016464997,0.00011581736,0.0014500867,0.00011228826,0.0003368004,0.00019324652,0.0002699917,0.0013412808],"category_scores_gemma":[0.0018250907,0.00014528679,0.00007974005,0.00044520255,0.00037144654,0.0003167777,0.00031888727,0.00015552285,0.00017928454],"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":[0.0006991749,0.00003192673,0.91542023,0.00008340473,0.000050515257,0.0010395147,0.00019358052,0.00026516436,0.06843597,0.00011902187,0.00009101023,0.013570557],"study_design_scores_gemma":[0.000010427124,0.000366236,0.9558851,0.000014213979,0.000069493246,0.013598717,0.00022561078,0.0011681077,0.02795246,0.00017719391,0.000522184,0.000010188291],"about_ca_topic_score_codex":0.00033766992,"about_ca_topic_score_gemma":0.000587834,"teacher_disagreement_score":0.0014500867,"about_ca_system_score_codex":0.00023150445,"about_ca_system_score_gemma":0.00008515708,"threshold_uncertainty_score":0.0044870377},"labels":[],"label_agreement":null},{"id":"W2583892443","doi":"10.3233/cbm-2007-3109","title":"Session V: Lung","year":2006,"lang":"de","type":"article","venue":"Cancer Biomarkers","topic":"Respiratory Support and Mechanisms","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; BC Cancer Agency","funders":"","keywords":"Session (web analytics); Medicine; Computer science; World Wide Web","score_opus":0.014054815271603896,"score_gpt":0.292296712401096,"score_spread":0.2782418971294921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583892443","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009510978,0.038444735,0.0071136593,0.18343748,0.43570444,0.0023392742,0.0051616384,0.0020699895,0.31621778],"genre_scores_gemma":[0.012981247,0.005784693,0.00095169625,0.018767904,0.08401166,0.00057557883,0.0015905502,0.00035158737,0.8749851],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991997,0.0001407711,0.000045055316,0.00019929775,0.00017983498,0.00023537902],"domain_scores_gemma":[0.99754274,0.000197776,0.000078408375,0.00016532022,0.0004928372,0.0015229832],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002251992,0.0016370674,0.0015321121,0.0012519682,0.0025266563,0.0029485293,0.0015211246,0.008633442,0.32627946],"category_scores_gemma":[0.0028979876,0.0004311783,0.001844905,0.00050853594,0.00048300048,0.0014859488,0.0036900926,0.003974023,0.22612607],"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":[0.00035778873,0.00013106772,0.00048112738,0.0002617254,0.000021353613,0.00016324184,0.00003759202,0.000086917134,0.0013404358,0.00078198983,0.94809663,0.04824001],"study_design_scores_gemma":[0.00008882324,0.00022923668,0.0020674604,0.0001444766,0.000025613854,0.000500646,0.000057400684,0.00013675235,0.00087690854,0.0015596421,0.99429905,0.000013925452],"about_ca_topic_score_codex":0.0007369814,"about_ca_topic_score_gemma":0.0024254299,"teacher_disagreement_score":0.67372054,"about_ca_system_score_codex":0.0013399427,"about_ca_system_score_gemma":0.0022079295,"threshold_uncertainty_score":0.9609806},"labels":[],"label_agreement":null},{"id":"W4206507311","doi":"10.3233/cbm-210366","title":"Comparison of CINtec PLUS cytology and cobas HPV test for triaging Canadian patients with LSIL cytology referred to colposcopy: A two-year prospective study","year":2022,"lang":"en","type":"article","venue":"Cancer Biomarkers","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; University of British Columbia; St. Joseph’s Healthcare Hamilton; St. John’s Health Sciences Centre; McGill University; Memorial University of Newfoundland","funders":"","keywords":"Colposcopy; Referral; Cytology; Prospective cohort study; Pap test; Cervical screening; Test (biology)","score_opus":0.04249620924443916,"score_gpt":0.39660882587753804,"score_spread":0.3541126166330989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206507311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99896586,0.00026910743,0.00004099778,0.000057743073,0.000007825966,0.000058201284,0.00025056626,0.0000040285963,0.0003456934],"genre_scores_gemma":[0.9986475,0.00017001743,0.00020954586,0.00006698389,0.000012688846,0.000026248636,0.00062619156,0.0000026072235,0.00023821546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979699,0.0003490223,0.00011081062,0.00032982646,0.00089551456,0.00034503997],"domain_scores_gemma":[0.9947444,0.0006827046,0.0010536188,0.0001667851,0.0023480924,0.0010044711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025889543,0.00056623796,0.00055358297,0.00064414804,0.0010569476,0.00089440006,0.00092880556,0.0008529563,0.0010188498],"category_scores_gemma":[0.006651067,0.00046939935,0.0007505482,0.0011003216,0.00045608956,0.0006645873,0.0005997405,0.00070657866,0.00023018652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028401252,0.00033981298,0.99011886,0.000050384977,0.0001023118,0.000094775314,0.00037826397,0.00010322208,0.0005019637,0.000011794917,0.00028284133,0.0051756473],"study_design_scores_gemma":[0.00013159195,0.0017588137,0.9967501,0.00001243067,0.00008373472,0.00011333284,0.00035391256,0.00044405868,0.00011517269,0.0000033524502,0.00021947862,0.000014075253],"about_ca_topic_score_codex":0.6497566,"about_ca_topic_score_gemma":0.72826767,"teacher_disagreement_score":0.3502434,"about_ca_system_score_codex":0.008084383,"about_ca_system_score_gemma":0.008547256,"threshold_uncertainty_score":0.7046121},"labels":[],"label_agreement":null},{"id":"W4286239345","doi":"10.3233/cbm-220034","title":"Identification of urinary biomarkers of colorectal cancer: Towards the development of a colorectal screening test in limited resource settings","year":2022,"lang":"en","type":"article","venue":"Cancer Biomarkers","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; National Cancer Institute; Genome Canada","keywords":"Medicine; Colonoscopy; Colorectal cancer; Logistic regression; Urine; Metabolite; Urinary system; Receiver operating characteristic; Internal medicine; Oncology; Biomarker; Cancer; Biology","score_opus":0.014496705862611908,"score_gpt":0.2622463053505061,"score_spread":0.24774959948789418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286239345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76797086,0.07175201,0.12106435,0.026886135,0.0004761159,0.00079456426,0.003823959,0.00071031094,0.0065216753],"genre_scores_gemma":[0.8379795,0.012479915,0.14566877,0.001286027,0.00022491458,0.0002650839,0.0009851222,0.000034726072,0.001076013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867225,0.00075156457,0.0001047492,0.000143532,0.0002533808,0.00007455138],"domain_scores_gemma":[0.99368095,0.0027097026,0.0017260404,0.00023020501,0.0012270992,0.00042604873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037689013,0.0006347247,0.00096235366,0.0016658739,0.00027248875,0.0017531761,0.00056917395,0.0007996888,0.0013349571],"category_scores_gemma":[0.0109646125,0.0002659284,0.00033754474,0.0013534307,0.0006060503,0.0011491538,0.0006544936,0.00070763455,0.00044327867],"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":[0.00086207193,0.00057802413,0.7146144,0.0015429236,0.0002688485,0.0003611998,0.0001841004,0.0038637745,0.029812045,0.0018796013,0.004051866,0.24198122],"study_design_scores_gemma":[0.0002416294,0.0055207894,0.7869196,0.0038877847,0.00094789115,0.0029849072,0.0024028337,0.05274142,0.073751755,0.011374277,0.059049413,0.00017776003],"about_ca_topic_score_codex":0.002232934,"about_ca_topic_score_gemma":0.002402812,"teacher_disagreement_score":0.0037689013,"about_ca_system_score_codex":0.0007635076,"about_ca_system_score_gemma":0.0024102998,"threshold_uncertainty_score":0.019932091},"labels":[],"label_agreement":null},{"id":"W4388674303","doi":"10.3233/cbm-230181","title":"Subgroup identification of targeted therapy effects on biomarker for time to event data","year":2023,"lang":"en","type":"article","venue":"Cancer Biomarkers","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Actua","funders":"","keywords":"Biomarker; Oncology; Medicine; Event (particle physics); Identification (biology); Markov chain Monte Carlo; non-small cell lung cancer (NSCLC); Hazard ratio; Internal medicine; Lung cancer; Bayesian probability; Computer science; Artificial intelligence; Confidence interval","score_opus":0.4912394440649165,"score_gpt":0.5702434041205268,"score_spread":0.07900396005561028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388674303","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31721517,0.0009697468,0.67314553,0.0013783157,0.0001371863,0.0013849376,0.0029506881,0.00052393833,0.0022945318],"genre_scores_gemma":[0.90010834,0.00029620616,0.09528646,0.0002542915,0.00008046702,0.0008492825,0.0020378628,0.00005155309,0.0010355663],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98835737,0.008291604,0.00053166633,0.0013673445,0.0011561697,0.00029588386],"domain_scores_gemma":[0.95366466,0.03602329,0.0034810635,0.0049437685,0.0014263004,0.0004608958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019784328,0.0007021356,0.0013816304,0.001426146,0.0004282891,0.0012662797,0.0012282119,0.0010487565,0.0032789411],"category_scores_gemma":[0.05200937,0.00024262046,0.0029614249,0.0010952167,0.0007327617,0.0012643859,0.0010226829,0.0011298987,0.00027129063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042787665,0.0008298145,0.21765971,0.0011097861,0.0024551305,0.00082555134,0.00078901794,0.44062573,0.012335983,0.048866235,0.0054311613,0.26479316],"study_design_scores_gemma":[0.00027218767,0.0017516641,0.033032272,0.0001382757,0.000802982,0.00049113354,0.00024143992,0.8828951,0.007387406,0.06653002,0.006384542,0.000072936185],"about_ca_topic_score_codex":0.0012927781,"about_ca_topic_score_gemma":0.0010513584,"teacher_disagreement_score":0.019784328,"about_ca_system_score_codex":0.00094932195,"about_ca_system_score_gemma":0.0017302888,"threshold_uncertainty_score":0.10463077},"labels":[],"label_agreement":null},{"id":"W4401910535","doi":"10.3233/cbm-230504","title":"EMP3: A promising biomarker for tumor prognosis and targeted cancer therapy","year":2024,"lang":"en","type":"review","venue":"Cancer Biomarkers","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"People's Government of Jilin Province","keywords":"Cancer; Cancer research; PI3K/AKT/mTOR pathway; Biomarker; MAPK/ERK pathway; Breast cancer; Signal transduction; Biology; Medicine; Protein kinase B; Cancer cell; Immunology; Internal medicine; Cell biology; Genetics","score_opus":0.07646059671626235,"score_gpt":0.39179887588351947,"score_spread":0.3153382791672571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401910535","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023284952,0.9978517,0.00033795345,0.00036939618,0.00023417901,0.0000059772565,0.00004025614,0.000014793231,0.0009129442],"genre_scores_gemma":[0.0017530997,0.9962715,0.0003785018,0.00032880073,0.00021914447,0.0000122112215,0.00009316038,0.0000029143857,0.0009406968],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998423,0.000034026158,0.000018808347,0.000028817016,0.00005885447,0.000017074964],"domain_scores_gemma":[0.99979883,0.000086116874,0.000028350543,0.000006880922,0.00005963981,0.000020201542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051320775,0.0007686609,0.001188352,0.0017136094,0.00017014539,0.0007116836,0.0005707434,0.00091332826,0.002631838],"category_scores_gemma":[0.0005447416,0.00017563518,0.0004253148,0.0013095209,0.000345511,0.0007698965,0.0005096734,0.0015817145,0.0015993173],"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":[0.00010063758,0.000058581587,0.00038651502,0.008102213,0.0001151013,0.00021248161,0.000029419782,0.00042495513,0.004552975,0.0025976207,0.025508752,0.9579107],"study_design_scores_gemma":[0.000022129472,0.00019288318,0.0014139434,0.0019461885,0.00018620308,0.001750194,0.000041993713,0.00022586682,0.0017688929,0.001943791,0.99048316,0.00002470082],"about_ca_topic_score_codex":0.0005255821,"about_ca_topic_score_gemma":0.00086617575,"teacher_disagreement_score":0.002631838,"about_ca_system_score_codex":0.0005481296,"about_ca_system_score_gemma":0.0007279553,"threshold_uncertainty_score":0.008804381},"labels":[],"label_agreement":null}]}