{"id":"W2318305838","doi":"10.1177/201010581202100203","title":"Pathological Outcome in Men with Prostate Cancer Suitable for Active Surveillance after Radical Prostatectomy","year":2012,"lang":"en","type":"article","venue":"Proceedings of Singapore Healthcare","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Stage (stratigraphy); Pathological; Watchful waiting; Cancer; Univariate analysis; Prostate; Internal medicine; Oncology; Gynecology; Multivariate analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0005860807,0.0002227391,0.0002906825,0.000829027,0.0004782952,0.0006243974,0.0003045944,0.0003169605,0.0009885583],"category_scores_gemma":[0.003008525,0.0001518932,0.000382693,0.0007452352,0.0003424617,0.0003525693,0.0004492232,0.0003162562,0.0001326933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003992175,"about_ca_system_score_gemma":0.0003999817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003029057,"about_ca_topic_score_gemma":0.004712249,"domain_scores_codex":[0.9997314,0.00006217526,0.0000261256,0.00004336515,0.00006434014,0.00007262157],"domain_scores_gemma":[0.9982172,0.0002974163,0.0008518865,0.00005883075,0.0001583717,0.0004163313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001602694,0.00001321225,0.9986024,0.000006112975,0.000009821106,0.0001292097,0.0000331714,0.00004353614,0.00006889754,0.000005945661,0.00004504209,0.0008822809],"study_design_scores_gemma":[0.000005056311,0.0001686583,0.999055,0.000004475715,0.00001505071,0.0004722462,0.00006248282,0.00009954986,0.00004081068,0.00001125405,0.00006325198,0.000002243703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992315,0.0002909184,0.00004172584,0.00003420155,0.000007940621,0.00000793847,0.00009640033,0.000002932501,0.0002863366],"genre_scores_gemma":[0.9997429,0.00005381211,0.00001908537,0.000008039914,0.00001021062,0.000002540182,0.0001285185,5.891927e-7,0.00003422597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003029057,"threshold_uncertainty_score":0.006022811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03280688839316371,"score_gpt":0.3324209160113458,"score_spread":0.2996140276181821,"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."}}