{"id":"W2048278293","doi":"10.1086/319502","title":"HPC2 Variants and Screen-Detected Prostate Cancer","year":2001,"lang":"en","type":"article","venue":"The American Journal of Human Genetics","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"National Cancer Institute; Canadian Prostate Cancer Research Initiative; Institute for Prostate Cancer Research","keywords":"Prostate cancer; Medicine; Prostate; Asymptomatic; Biopsy; Gynecology; Prostate biopsy; Internal medicine; Population; Cancer; Genotyping; Oncology; Genotype; Biology; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002158224,0.0001074344,0.000275947,0.0001009145,0.0001322407,0.00002724725,0.0001248702,0.00001461995,0.00006793495],"category_scores_gemma":[0.00001358186,0.00006005511,0.00005409848,0.000231123,0.0004690608,0.00002937154,0.00004204419,0.0002379416,0.000002423049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000580609,"about_ca_system_score_gemma":0.000146094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008289814,"about_ca_topic_score_gemma":0.00001386135,"domain_scores_codex":[0.9990534,0.00007278365,0.0002416514,0.00009687294,0.000296281,0.0002390136],"domain_scores_gemma":[0.9991404,0.00003383864,0.0002647261,0.000174546,0.0002181449,0.0001682969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0042379,0.0002792182,0.4840553,0.00004075592,0.001008744,0.0008971114,0.003427804,0.00005161518,0.133162,0.00002584658,0.001989013,0.3708248],"study_design_scores_gemma":[0.003214729,0.005769053,0.9805627,0.0001625021,0.0003279034,0.001116279,0.000998901,0.00008008824,0.004774645,0.0003713297,0.002477472,0.0001444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991964,0.005401856,0.00001951759,0.00212033,0.00004129702,0.0001736769,0.00000461241,0.000007603034,0.0002670882],"genre_scores_gemma":[0.9862977,0.0118841,0.0003086701,0.0002497488,0.00025965,0.000003633101,0.000001116533,0.00002070332,0.0009747177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4965074,"threshold_uncertainty_score":0.2448976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984883406699685,"score_gpt":0.3458609643912328,"score_spread":0.316012130324236,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}