{"id":"W4406512113","doi":"10.1016/j.ymed.2014.08.018","title":"10.1016/j.ymed.2014.08.018","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Radiation therapy; Urology; Radiology; Oncology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005716458,0.0007879343,0.0004052376,0.001284537,0.0007769901,0.002043325,0.000808151,0.002867501,0.8694733],"category_scores_gemma":[0.001765438,0.0003268534,0.0004857261,0.0006224951,0.0007002408,0.001834955,0.0009966153,0.001408733,0.7686656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008428094,"about_ca_system_score_gemma":0.00123808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412745,"about_ca_topic_score_gemma":0.002477654,"domain_scores_codex":[0.9997233,0.00002988172,0.00002289571,0.00006971249,0.00007560446,0.00007868776],"domain_scores_gemma":[0.9991553,0.0001623299,0.0001214796,0.000041678,0.0001526709,0.0003664664],"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":[0.0003619379,0.0003941064,0.01229809,0.0004860486,0.00004574671,0.0005687871,0.0001371006,0.0002236243,0.0005159179,0.005226029,0.3337029,0.6460397],"study_design_scores_gemma":[0.0001000988,0.0001829079,0.01246111,0.001280383,0.00005562932,0.005153514,0.0004355109,0.000268479,0.0004055749,0.004856738,0.9747678,0.00003228975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009631406,0.01942753,0.001891661,0.01562864,0.002986141,0.0001108188,0.004997484,0.001193964,0.9441323],"genre_scores_gemma":[0.03592756,0.008480364,0.001917728,0.003626035,0.001191725,0.00009826198,0.002874278,0.0002584423,0.9456255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1305267,"threshold_uncertainty_score":0.1861805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007169602134551576,"score_gpt":0.206152134244604,"score_spread":0.1989825321100524,"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."}}