{"id":"W2997514774","doi":"10.1002/9780471420194.tnmc40.pub3","title":"Prostate","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Physical examination; Prostate; Prostate biopsy; Prostate adenocarcinoma; Pathology; Biopsy; Rectal examination; Radiology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003446121,0.0007212561,0.000381123,0.001525469,0.000711149,0.001375228,0.000534408,0.0005505179,0.32936],"category_scores_gemma":[0.0008189147,0.0002047022,0.0006434675,0.00132877,0.0002467268,0.0004780778,0.0008919906,0.001003895,0.1798401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000697423,"about_ca_system_score_gemma":0.001213635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003589935,"about_ca_topic_score_gemma":0.004658635,"domain_scores_codex":[0.9997194,0.00003586606,0.00001874773,0.00004924515,0.000112781,0.000063925],"domain_scores_gemma":[0.9996338,0.00002845795,0.00003007694,0.00005625519,0.0001283807,0.0001231664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003131953,0.0001715807,0.003780247,0.000770463,0.00005858744,0.000758119,0.00004263474,0.0002450364,0.002065015,0.008538145,0.5358254,0.4474315],"study_design_scores_gemma":[0.00003594505,0.00007538982,0.00396762,0.0001688743,0.00002043511,0.001645367,0.0000257872,0.00004642325,0.0006250479,0.001345474,0.9920359,0.000007792382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005941607,0.03045515,0.002458175,0.004476211,0.003882402,0.0003120172,0.03551354,0.001534359,0.9154264],"genre_scores_gemma":[0.05601265,0.02404188,0.003070112,0.003672267,0.002270275,0.0001765701,0.04970407,0.0004901067,0.8605622],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.67064,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631990632857059,"score_gpt":0.3351513116725127,"score_spread":0.3088314053439421,"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."}}