{"id":"W4406500912","doi":"10.1016/j.ymed.2015.06.108","title":"10.1016/j.ymed.2015.06.108","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; Gerontology; Prostate; Cancer; Oncology; 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":[0.0006173136,0.0009207245,0.0004962859,0.001546059,0.0008553789,0.002488548,0.0009076608,0.003198355,0.8859962],"category_scores_gemma":[0.001902507,0.0003650361,0.0005691292,0.0007004547,0.0008254231,0.002108704,0.001155304,0.001528669,0.815799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008295873,"about_ca_system_score_gemma":0.001333709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00197663,"about_ca_topic_score_gemma":0.002044075,"domain_scores_codex":[0.9997031,0.00003443854,0.00002664394,0.00007826878,0.00007960558,0.00007784097],"domain_scores_gemma":[0.9990896,0.0001793442,0.0001294508,0.0000549217,0.0001652477,0.0003815246],"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":[0.0002915035,0.000366954,0.008450685,0.0005330152,0.00004046067,0.0005783199,0.0001134476,0.0001752942,0.000419012,0.004311895,0.3373883,0.6473311],"study_design_scores_gemma":[0.0001028248,0.0001768423,0.008682199,0.001506585,0.00005836376,0.004921163,0.0003574653,0.0002745067,0.0004062084,0.005567776,0.9779127,0.00003346052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006506671,0.02019122,0.001907859,0.01293954,0.003232358,0.0001382464,0.004929101,0.001477645,0.9486773],"genre_scores_gemma":[0.02990787,0.009497724,0.001892124,0.00379616,0.00154291,0.0001245477,0.002733813,0.0003161034,0.9501889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1140038,"threshold_uncertainty_score":0.1626126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007890711149253118,"score_gpt":0.2156489960068968,"score_spread":0.2077582848576436,"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."}}