{"id":"W4406467730","doi":"10.1016/j.ymed.2014.08.019","title":"10.1016/j.ymed.2014.08.019","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Oncology; Gynecology; Internal medicine; Cancer","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":[0.0005724003,0.0007721882,0.0004092872,0.001270501,0.0007793598,0.002089349,0.0007895698,0.002782698,0.8642779],"category_scores_gemma":[0.001809301,0.0003269385,0.0004883329,0.0006242754,0.0006949943,0.001829839,0.0009861689,0.001409907,0.7579156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008349033,"about_ca_system_score_gemma":0.001250452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002378868,"about_ca_topic_score_gemma":0.002484988,"domain_scores_codex":[0.9997204,0.00002999552,0.00002346083,0.00007029953,0.0000765255,0.0000792569],"domain_scores_gemma":[0.9991459,0.0001650269,0.0001213562,0.00004262359,0.0001569637,0.0003681277],"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":[0.0003727298,0.000400784,0.0131022,0.0004879039,0.00004811856,0.0005784646,0.0001369014,0.0002242648,0.0005270533,0.005312484,0.3375233,0.6412857],"study_design_scores_gemma":[0.0001020387,0.0001883651,0.01317118,0.001301099,0.00005816615,0.005359679,0.0004461489,0.0002773666,0.000418822,0.004977635,0.9736661,0.00003329966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01025541,0.01987864,0.001961443,0.0161474,0.003147993,0.0001120399,0.005135629,0.001187096,0.9421744],"genre_scores_gemma":[0.03797458,0.008799521,0.001950324,0.003706475,0.001253602,0.00009713424,0.002969891,0.0002607148,0.9429878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1357221,"threshold_uncertainty_score":0.1935911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006921329239814446,"score_gpt":0.2046338530435483,"score_spread":0.1977125238037338,"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."}}