{"meta":{"query_hash":"636ab94f3068","filters":{"venue":"Seminars in Urologic Oncology"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/636ab94f3068","api":"https://metacan.xera.ac/api/v1/cohort?venue=Seminars+in+Urologic+Oncology"},"results":[{"id":"W2004029742","doi":"10.1053/suro.2002.32490","title":"Comparisons of nomograms and urologists' predictions in prostate cancer","year":2002,"lang":"en","type":"review","venue":"Seminars in Urologic Oncology","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":246,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Nomogram; Medicine; Prostate cancer; Confidence interval; Receiver operating characteristic; Surgery; Cancer; Oncology; Internal medicine","score_opus":0.058068740339106015,"score_gpt":0.39187295659937155,"score_spread":0.3338042162602655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004029742","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017568961,0.9953235,0.00030151053,0.0010223902,0.00065853825,0.001183618,0.00003329891,0.000102877995,0.0011986129],"genre_scores_gemma":[0.0011740505,0.9898537,0.007946207,0.00016264075,0.000046491536,0.00066925044,0.000017042223,0.000021767393,0.0001088635],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953996,0.001519078,0.0012406931,0.0009662227,0.0002001651,0.0006742554],"domain_scores_gemma":[0.99703,0.001269076,0.00083380606,0.00069554104,0.000053944197,0.00011761521],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011064601,0.00042397188,0.0022301998,0.00072472775,0.00006483907,0.000020526219,0.0011927128,0.00082382304,0.00002973821],"category_scores_gemma":[0.00031740137,0.0003651191,0.00013938524,0.0012420458,0.00042856656,0.00008925144,0.00072181993,0.0020300145,0.000008357413],"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":[0.000007551736,0.00021524397,0.033045456,0.0020838478,0.000019478108,0.00021099688,0.0005235218,0.0004434931,2.3605013e-8,0.00069446414,0.0006070492,0.9621489],"study_design_scores_gemma":[0.00030206013,0.0012725942,0.0012370963,0.0016470259,0.00005739499,0.00025651636,0.000018584333,0.010311203,2.5748806e-8,0.00022782433,0.98439974,0.00026995817],"about_ca_topic_score_codex":0.000726259,"about_ca_topic_score_gemma":0.001016295,"teacher_disagreement_score":0.98379266,"about_ca_system_score_codex":0.0003750111,"about_ca_system_score_gemma":0.00046695216,"threshold_uncertainty_score":0.9998801},"labels":[],"label_agreement":null},{"id":"W2014498184","doi":"10.1053/suro.2002.36979","title":"Controversies in the management of testicular seminoma","year":2002,"lang":"en","type":"review","venue":"Seminars in Urologic Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":8,"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","funders":"","keywords":"Medicine; Seminoma; Carboplatin; Radiation therapy; Chemotherapy; Lymphadenectomy; Disease; Surgery; Intensive care medicine; External beam radiotherapy; Testicular cancer; General surgery; Internal medicine; Cancer; Brachytherapy; Cisplatin","score_opus":0.0448698922830275,"score_gpt":0.3581663127511469,"score_spread":0.3132964204681194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014498184","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038147529,0.9869237,8.9347486e-7,0.00021756912,0.00011181577,0.0017255712,0.000019487912,0.000013025575,0.01060645],"genre_scores_gemma":[0.0019512309,0.99612725,0.00086295576,0.00036198256,0.00003241515,0.00032764295,0.000055764216,0.000019717543,0.00026106054],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804294,0.00033020225,0.0006388173,0.00041169673,0.00021524164,0.0003611119],"domain_scores_gemma":[0.9976187,0.0014238853,0.00036132548,0.0005175036,0.000020977095,0.000057620033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035013517,0.00034065472,0.0017966753,0.00024363809,0.000020631516,0.0000043825494,0.00029570077,0.00041795804,0.00012505392],"category_scores_gemma":[0.00024466286,0.00020284545,0.00035248444,0.00044532315,0.00019620745,0.000011632126,0.000110818095,0.00040540218,0.000051351966],"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":[0.000048975016,0.001713215,0.0030770018,0.008086871,0.0003995669,0.017574552,0.00008687689,0.0000020790326,4.2943096e-8,0.00035822042,0.0011193095,0.9675333],"study_design_scores_gemma":[0.0017691187,0.0017647209,0.0016929765,0.0077145807,0.0042098337,0.0009319109,0.00014382406,0.000012935735,4.773021e-8,0.00015597297,0.98144454,0.00015956047],"about_ca_topic_score_codex":0.000016252407,"about_ca_topic_score_gemma":0.0000039490264,"teacher_disagreement_score":0.9803252,"about_ca_system_score_codex":0.0003123222,"about_ca_system_score_gemma":0.00011220485,"threshold_uncertainty_score":0.82717973},"labels":[],"label_agreement":null}]}