{"id":"W4406386877","doi":"10.1016/j.ymed.2015.06.110","title":"10.1016/j.ymed.2015.06.110","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; Prostate cancer; Lymph node; 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":[0.0006211148,0.0008832108,0.0004892498,0.001554675,0.0008290337,0.002572726,0.0008808013,0.003045112,0.8838443],"category_scores_gemma":[0.001969912,0.0003487879,0.0005640484,0.0007224752,0.0008113621,0.002065418,0.001155128,0.001482853,0.8103022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008198352,"about_ca_system_score_gemma":0.001326907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902624,"about_ca_topic_score_gemma":0.001960206,"domain_scores_codex":[0.9997054,0.00003502892,0.00002675272,0.00007826776,0.0000779537,0.0000766423],"domain_scores_gemma":[0.9990489,0.0001922824,0.0001314282,0.00005933116,0.0001714015,0.0003966707],"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":[0.000290443,0.000355477,0.00885735,0.0005095733,0.00004219987,0.0005562282,0.0001159456,0.0001859406,0.0004306004,0.004367816,0.3447022,0.6395863],"study_design_scores_gemma":[0.00009777337,0.0001717243,0.008744353,0.001401876,0.00006207727,0.004795223,0.0003599587,0.0003103088,0.0004140935,0.00572736,0.9778822,0.00003314257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006820639,0.018882,0.002132762,0.01311257,0.003307326,0.0001393303,0.004963597,0.001485806,0.9491559],"genre_scores_gemma":[0.0310152,0.009002915,0.00184699,0.003596598,0.001564521,0.0001168616,0.002717322,0.000316986,0.9498226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1161557,"threshold_uncertainty_score":0.165682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007726144929145499,"score_gpt":0.2161030836555506,"score_spread":0.2083769387264051,"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."}}