{"id":"W2107021610","doi":"10.1503/cmaj.060955","title":"Prostate-specific antigen in the early detection of prostate cancer","year":2007,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; U.S. Department of Health and Human Services","keywords":"Prostate cancer; Medicine; Context (archaeology); Rectal examination; Prostate-specific antigen; Cancer; Prostate cancer screening; Prostate; Oncology; Overdiagnosis; Gynecology; Family history; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001463758,0.0008393899,0.002216283,0.004677664,0.0003534438,0.0009874932,0.001206633,0.001233988,0.003446664],"category_scores_gemma":[0.0030079,0.0003819932,0.0006089404,0.006118601,0.001099295,0.001281895,0.0005825101,0.002165938,0.002137018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938075,"about_ca_system_score_gemma":0.004094621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0180754,"about_ca_topic_score_gemma":0.0270357,"domain_scores_codex":[0.9992056,0.0001859164,0.0001070606,0.00008960716,0.0003639384,0.00004786232],"domain_scores_gemma":[0.998727,0.0006510887,0.0001505025,0.00002988598,0.0003554395,0.00008616043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007771784,0.00004995329,0.0005878307,0.02631577,0.0001278511,0.0002070787,0.00007374807,0.000223576,0.0002351614,0.002688403,0.06452356,0.9048894],"study_design_scores_gemma":[0.00005385167,0.0001067043,0.004858718,0.01731247,0.0002593268,0.002728949,0.0001138849,0.00008313241,0.0001944047,0.00269008,0.9715579,0.00004051925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001978533,0.9994096,0.00001308296,0.000143167,0.0001203889,0.000001850583,0.000005121269,0.000001949966,0.0002850163],"genre_scores_gemma":[0.0003469162,0.9992471,0.00003666179,0.0001117059,0.0001101789,0.000001791794,0.000008275152,4.817791e-7,0.0001369304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0180754,"threshold_uncertainty_score":0.03594041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277335613791814,"score_gpt":0.3216191377473335,"score_spread":0.2888457816094154,"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."}}