{"meta":{"query_hash":"f902e68f398f","filters":{"venue":"Interdisciplinary cancer research"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/f902e68f398f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Interdisciplinary+cancer+research"},"results":[{"id":"W4312555921","doi":"10.1007/16833_2022_35","title":"Tumor-Nerve Interface: An Emerging Therapeutic Intervention Point for Solid Cancers","year":2022,"lang":"en","type":"book-chapter","venue":"Interdisciplinary cancer research","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":1,"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 Saskatchewan","funders":"","keywords":"Tumor microenvironment; Metastasis; Medicine; Cholinergic; Cancer research; Cancer; Pathology; Neuroscience; Infiltration (HVAC); Biology; Internal medicine; Tumor cells; Materials science","score_opus":0.10048274998696594,"score_gpt":0.470540642461665,"score_spread":0.37005789247469906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312555921","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":[0.0047970433,0.6181214,0.020513345,0.045468796,0.011998892,0.000049120452,0.000113251845,0.00021512217,0.298723],"genre_scores_gemma":[0.044173814,0.5150617,0.02823418,0.02212774,0.008971575,0.00014298495,0.00012337198,0.000161751,0.3810029],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99990225,0.000022733671,0.000003477217,0.000014598599,0.000041883264,0.000015094392],"domain_scores_gemma":[0.99990225,0.000051643074,0.0000076196934,0.000004398629,0.000016694748,0.00001742428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004123354,0.0004937939,0.0004245921,0.00049848977,0.0006469329,0.0027875407,0.0006865109,0.0013525655,0.011688432],"category_scores_gemma":[0.0002518076,0.00014439969,0.00024519968,0.00046777818,0.001551008,0.0031319389,0.0010469176,0.0029735477,0.0028226704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008712283,0.00008072989,0.00022638323,0.0010210437,0.000013681696,0.00043015805,0.00077320164,0.0004089864,0.008898291,0.44567522,0.14158973,0.4007954],"study_design_scores_gemma":[0.000007698785,0.00007303944,0.0002689646,0.0007165003,0.000009140928,0.0010186028,0.00058067334,0.00025968003,0.0012106837,0.086762115,0.90908086,0.000012089431],"about_ca_topic_score_codex":0.0006724935,"about_ca_topic_score_gemma":0.002999568,"teacher_disagreement_score":0.011688432,"about_ca_system_score_codex":0.00088511984,"about_ca_system_score_gemma":0.0011292972,"threshold_uncertainty_score":0.03910172},"labels":[],"label_agreement":null},{"id":"W4319455137","doi":"10.1007/16833_2022_121","title":"Immunogenic Cell Death in Cancer","year":2023,"lang":"en","type":"book-chapter","venue":"Interdisciplinary cancer research","topic":"Cancer Immunotherapy and Biomarkers","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":"Université de Montréal; Institute for Research in Immunology and Cancer","funders":"","keywords":"Immunosurveillance; Immunogenic cell death; Cytotoxic T cell; Programmed cell death; Priming (agriculture); Cancer; Immunology; T cell; Medicine; Cancer research; Immunotherapy; Biology; Apoptosis; Immune system; Internal medicine; In vitro","score_opus":0.13789376894575645,"score_gpt":0.4536212972036922,"score_spread":0.31572752825793576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319455137","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014856898,0.2519856,0.010651768,0.007659073,0.008500262,0.00005654182,0.000114785995,0.00012526324,0.7194211],"genre_scores_gemma":[0.008541864,0.075235285,0.0029121616,0.0035510256,0.0020327517,0.00006294241,0.00009431022,0.00006390026,0.9075057],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998796,0.000025697793,0.000003604043,0.000013614792,0.00006533562,0.000012161268],"domain_scores_gemma":[0.99992394,0.0000408049,0.0000041961,0.0000063529415,0.000016932569,0.000007768094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029789028,0.00051561795,0.0003540215,0.0006575111,0.00067512505,0.0019572861,0.0005292073,0.0008863207,0.017909678],"category_scores_gemma":[0.000263212,0.00017971448,0.00020139648,0.0005872706,0.0010596118,0.0016759624,0.0009936851,0.0019676087,0.0073330174],"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":[0.000026459167,0.00006659463,0.000059426602,0.0005285897,0.000006185193,0.00011723635,0.00037797433,0.0006330026,0.0039783986,0.4715769,0.27457666,0.24805255],"study_design_scores_gemma":[0.0000019698216,0.000011467671,0.000059304897,0.00012403974,0.0000018472213,0.00016617644,0.000054685624,0.00011436912,0.0007481436,0.046713438,0.9520015,0.0000029998346],"about_ca_topic_score_codex":0.0005775165,"about_ca_topic_score_gemma":0.001778726,"teacher_disagreement_score":0.017909678,"about_ca_system_score_codex":0.0012740666,"about_ca_system_score_gemma":0.00058780424,"threshold_uncertainty_score":0.059913814},"labels":[],"label_agreement":null},{"id":"W4319984342","doi":"10.1007/16833_2022_116","title":"Cancer: A Complex Problem Requiring Interdisciplinary Research","year":2023,"lang":"en","type":"book-chapter","venue":"Interdisciplinary cancer research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","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":"University of Ottawa; McGill University Health Centre","funders":"","keywords":"Identification (biology); Cancer; Management science; Engineering ethics; Cancer treatment; Computer science; Medicine; Engineering; Biology","score_opus":0.17382682652425122,"score_gpt":0.47139954960319796,"score_spread":0.2975727230789468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319984342","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017577985,0.43369624,0.04102146,0.17321926,0.021282222,0.00009632142,0.00015919947,0.00024685918,0.3285207],"genre_scores_gemma":[0.02902267,0.50469005,0.06281988,0.06687493,0.02199085,0.0002850912,0.00033088733,0.00034118645,0.31364435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989059,0.00037309993,0.000035957622,0.000101381884,0.00048416527,0.000099461286],"domain_scores_gemma":[0.99833715,0.00106341,0.00004387878,0.00009205219,0.00027725895,0.00018610558],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0029793682,0.00078774773,0.0010581631,0.0013395866,0.0011892811,0.0050487015,0.0015782613,0.0027477804,0.010654466],"category_scores_gemma":[0.0020013608,0.00035164857,0.00039751842,0.0018777094,0.0049049193,0.0059212483,0.0030049288,0.005097206,0.004335837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001616552,0.00005553373,0.00015940978,0.00067424536,0.000017211982,0.0001351777,0.0005669185,0.00068488636,0.00077328784,0.43801787,0.29169056,0.26720867],"study_design_scores_gemma":[0.000004380991,0.000018795181,0.00012875558,0.00041452746,0.000006632528,0.00029394834,0.00045326096,0.00025023703,0.00011230572,0.16649108,0.8318155,0.000010642402],"about_ca_topic_score_codex":0.001386287,"about_ca_topic_score_gemma":0.0031379233,"teacher_disagreement_score":0.9970206,"about_ca_system_score_codex":0.0021257498,"about_ca_system_score_gemma":0.0034711508,"threshold_uncertainty_score":0.035642803},"labels":[],"label_agreement":null},{"id":"W4320009618","doi":"10.1007/16833_2023_130","title":"The Implication of miRNA Signature in the Characteristic Features and Diagnosis of Lung Cancer","year":2023,"lang":"en","type":"book-chapter","venue":"Interdisciplinary cancer research","topic":"MicroRNA in disease regulation","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":"Concordia University","funders":"","keywords":"Signature (topology); Lung cancer; microRNA; Medicine; Computational biology; Computer science; Oncology; Biology; Mathematics; Genetics; Gene","score_opus":0.029827194892628937,"score_gpt":0.39501724638711017,"score_spread":0.36519005149448125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320009618","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":[0.0699461,0.59765,0.11318575,0.008144763,0.005173385,0.00013457924,0.0017394637,0.00075298484,0.20327292],"genre_scores_gemma":[0.38604137,0.27556488,0.100796364,0.004765069,0.0035938679,0.00022497542,0.0016193071,0.00033257934,0.22706152],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999918,0.000016011214,0.0000072417365,0.000021539938,0.00003059297,0.000006530139],"domain_scores_gemma":[0.9999083,0.00006153702,0.000006350952,0.0000045231523,0.000012697284,0.000006473435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026337215,0.00019546266,0.00032600536,0.0005555363,0.00011072336,0.0007054482,0.00028333985,0.00043490794,0.001870564],"category_scores_gemma":[0.0003222727,0.0001657395,0.00020904528,0.00054267247,0.00036185663,0.0005140817,0.0003065387,0.0006652317,0.001184263],"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":[0.00025916664,0.000058223945,0.0042925873,0.0008840267,0.00004060901,0.0020654362,0.00034736632,0.001072484,0.2555262,0.059571818,0.02336795,0.6525141],"study_design_scores_gemma":[0.000024422854,0.00036896142,0.021769209,0.00036277145,0.0001477883,0.022403073,0.00024332757,0.007248983,0.124669395,0.09399706,0.7286495,0.000115557596],"about_ca_topic_score_codex":0.00023468495,"about_ca_topic_score_gemma":0.00043809862,"teacher_disagreement_score":0.001870564,"about_ca_system_score_codex":0.00024409384,"about_ca_system_score_gemma":0.00023763867,"threshold_uncertainty_score":0.006257713},"labels":[],"label_agreement":null},{"id":"W4321195216","doi":"10.1007/16833_2023_134","title":"The Effect of Dietary n-3 Polyunsaturated Fatty Acids on Non-obese and Obesity-Associated Breast Cancer","year":2023,"lang":"en","type":"book-chapter","venue":"Interdisciplinary cancer research","topic":"Fatty Acid Research and Health","field":"Nursing","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 Guelph","funders":"","keywords":"Docosahexaenoic acid; Eicosapentaenoic acid; Polyunsaturated fatty acid; Breast cancer; Obesity; Medicine; Cancer; Fish oil; Internal medicine; Disease; Oncology; Endocrinology; Carcinogenesis; Physiology; Fatty acid; Biology; Fish <Actinopterygii>; Biochemistry","score_opus":0.04592741299868156,"score_gpt":0.4105396024703785,"score_spread":0.36461218947169693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321195216","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":[0.40006375,0.48038095,0.001114113,0.0038474475,0.0016162713,0.00014511571,0.0018646535,0.00009673819,0.110870905],"genre_scores_gemma":[0.50476384,0.31892148,0.002835389,0.0024958062,0.0010173066,0.00011269533,0.0012036711,0.000045668014,0.16860412],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99992037,0.000044360484,0.000003648028,0.000004783303,0.00001889154,0.000008011038],"domain_scores_gemma":[0.99972147,0.00022062784,0.000015246263,0.0000069800944,0.000015132073,0.000020468286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033855377,0.00023099163,0.00024070345,0.00026441048,0.00013296165,0.00024143115,0.0003353431,0.00030292026,0.00585026],"category_scores_gemma":[0.00046768834,0.000108400236,0.00054373156,0.00026565115,0.00012646904,0.00017505184,0.00019020971,0.00043177532,0.00039269167],"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":[0.036553197,0.0044368953,0.014208426,0.0033287506,0.0011113733,0.0009411823,0.0004531878,0.00082081667,0.026069945,0.0038331135,0.016823491,0.8914196],"study_design_scores_gemma":[0.0038000473,0.05743285,0.6389077,0.0033109093,0.004063879,0.0027615288,0.001365262,0.0020860843,0.037770934,0.011950538,0.2364181,0.00013222499],"about_ca_topic_score_codex":0.0049993847,"about_ca_topic_score_gemma":0.01914869,"teacher_disagreement_score":0.00585026,"about_ca_system_score_codex":0.0002531554,"about_ca_system_score_gemma":0.0004245787,"threshold_uncertainty_score":0.019571066},"labels":[],"label_agreement":null},{"id":"W4385991440","doi":"10.1007/16833_2023_173","title":"Correction to: Cancer: A Complex Problem Requiring Interdisciplinary Research","year":2023,"lang":"en","type":"book-chapter","venue":"Interdisciplinary cancer research","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"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 Ottawa; McGill University Health Centre","funders":"","keywords":"Computer science","score_opus":0.15644301988777284,"score_gpt":0.4761306639252854,"score_spread":0.3196876440375126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385991440","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":[0.0000515335,0.00078460295,0.00030004568,0.10251025,0.89325064,0.0000149124035,0.00028893386,0.00016351766,0.0026355942],"genre_scores_gemma":[0.0056203385,0.0059955106,0.0029729123,0.22072187,0.4996734,0.00018150937,0.000763534,0.00089329784,0.26317763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749833,0.00056459004,0.00035405855,0.0003434603,0.0009291656,0.00031031712],"domain_scores_gemma":[0.9808889,0.005052029,0.0007899538,0.0011482546,0.010287594,0.0018332868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026848873,0.0015918268,0.0015140474,0.0019387188,0.0024817996,0.0033534134,0.002773205,0.009371203,0.06722517],"category_scores_gemma":[0.04412444,0.00072701083,0.0012724276,0.001305744,0.002436071,0.0023143245,0.0017432185,0.014267864,0.03671774],"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":[0.000009685091,0.0000025230588,0.00001957041,0.00003730324,0.0000027510762,0.00008282395,0.000012254761,0.000013742336,0.000011407789,0.0004425337,0.9968284,0.0025369315],"study_design_scores_gemma":[0.000023348308,0.000009459028,0.0002146835,0.0001393025,0.000010859463,0.00042375308,0.000058187223,0.00007071791,0.00008283056,0.001024954,0.9979267,0.0000151230115],"about_ca_topic_score_codex":0.010851156,"about_ca_topic_score_gemma":0.021941388,"teacher_disagreement_score":0.06722517,"about_ca_system_score_codex":0.0033747226,"about_ca_system_score_gemma":0.0058348333,"threshold_uncertainty_score":0.22489059},"labels":[],"label_agreement":null},{"id":"W4403948937","doi":"10.1007/16833_2024_420","title":"Fibrolamellar Carcinoma: A Distinct Variant of Hepatocellular Carcinoma","year":2024,"lang":"en","type":"book-chapter","venue":"Interdisciplinary cancer research","topic":"Hepatocellular Carcinoma Treatment and Prognosis","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":"Children's Hospital of Eastern Ontario; University of Alberta; University of Ottawa","funders":"","keywords":"Hepatocellular carcinoma; Carcinoma; Medicine; Pathology; Internal medicine","score_opus":0.11802057199288021,"score_gpt":0.3638646109986703,"score_spread":0.24584403900579008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403948937","genre_codex":"other","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":[0.08234821,0.24442247,0.024541019,0.032502778,0.007098616,0.00013487472,0.00055297784,0.00034273675,0.60805625],"genre_scores_gemma":[0.55200154,0.10875248,0.01957261,0.012280341,0.011299767,0.000102501974,0.00078249554,0.00013169424,0.29507655],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998934,0.00002560553,0.000008820446,0.000015055729,0.00003766573,0.000019394929],"domain_scores_gemma":[0.9998572,0.00007923192,0.000015690875,0.000009260681,0.000014983222,0.000023586714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019406823,0.000267728,0.00020401903,0.0006032768,0.00025333458,0.0006945146,0.0003607673,0.00064878614,0.0021207773],"category_scores_gemma":[0.0005060107,0.000087892455,0.00018573261,0.0006053852,0.00081662403,0.00077566516,0.00062238233,0.0011168262,0.00082902896],"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":[0.00019844148,0.00012526377,0.013316257,0.00073809526,0.000031500454,0.059640616,0.0018948795,0.0013277101,0.019504894,0.35411954,0.11540343,0.4336993],"study_design_scores_gemma":[0.000021374906,0.00016550509,0.020201629,0.0003861244,0.000025737241,0.34545594,0.0015418278,0.0011937969,0.0021823738,0.062366452,0.56640875,0.000050363735],"about_ca_topic_score_codex":0.0017779489,"about_ca_topic_score_gemma":0.0043194043,"teacher_disagreement_score":0.0021207773,"about_ca_system_score_codex":0.0003534374,"about_ca_system_score_gemma":0.00039311644,"threshold_uncertainty_score":0.0070946813},"labels":[],"label_agreement":null}]}