{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005034728,0.0008542528,0.0005296859,0.002203264,0.000938297,0.0008530022,0.0008900822,0.002085797,0.007968672],"category_scores_gemma":[0.005123547,0.000491456,0.0005339465,0.001622005,0.0007099637,0.0005440053,0.0004831725,0.00121335,0.0003937375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753137,"about_ca_system_score_gemma":0.000522979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004906271,"about_ca_topic_score_gemma":0.004445262,"domain_scores_codex":[0.9992342,0.0002365955,0.00006452647,0.0001718374,0.0001704517,0.0001223302],"domain_scores_gemma":[0.9962149,0.002164132,0.0005301203,0.0002143531,0.0001598836,0.0007165635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007302035,0.0004918182,0.9261619,0.0001140455,0.000694773,0.02556419,0.0004373717,0.0007006882,0.01909683,0.001569961,0.00441084,0.0134555],"study_design_scores_gemma":[0.0003345163,0.0006502275,0.9236606,0.00004744491,0.0007310941,0.06108137,0.0003437504,0.002246157,0.004961207,0.001939551,0.003946649,0.00005749617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941111,0.0009752894,0.000392399,0.0007490384,0.0000753513,0.00001400373,0.000917185,0.00005579798,0.002709776],"genre_scores_gemma":[0.9984169,0.0001564181,0.0002542595,0.00009626802,0.00008855104,0.00000663127,0.0003004782,0.00001769273,0.0006628502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007968672,"threshold_uncertainty_score":0.02665782,"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."}}