{"id":"W4406423681","doi":"10.1016/s1283-0879(22)45264-4","title":"10.1016/s1283-0879(22)45264-4","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 disease; Gynecology; Prostate; 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":[0.0009651948,0.002666916,0.001653834,0.002658781,0.001992603,0.003471791,0.003319106,0.005122152,0.9903323],"category_scores_gemma":[0.001717304,0.0008310283,0.001514699,0.002064965,0.001406863,0.004389812,0.003321318,0.002547227,0.9929693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071503,"about_ca_system_score_gemma":0.00118296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003684046,"about_ca_topic_score_gemma":0.003420252,"domain_scores_codex":[0.9993281,0.00004831807,0.00005552854,0.0002190916,0.0001960098,0.0001529947],"domain_scores_gemma":[0.9977601,0.0005596288,0.0001358407,0.0002423099,0.0004122475,0.0008899355],"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":[0.0003381336,0.0002370029,0.000767066,0.0005069625,0.00003180489,0.0002025137,0.00006726728,0.0003491287,0.001453168,0.004117893,0.3784841,0.6134449],"study_design_scores_gemma":[0.00007313672,0.0001207562,0.000869093,0.0002754295,0.00001314909,0.0003467086,0.00008051441,0.0001885024,0.0003367933,0.0006154252,0.9970566,0.00002391215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003380534,0.0003745878,0.000530744,0.0003528619,0.0002645226,0.00009571014,0.0008110461,0.0008352742,0.9963973],"genre_scores_gemma":[0.0005406881,0.0001861199,0.0003607532,0.0002230357,0.00009099276,0.00005482327,0.0005058322,0.0001575784,0.9978802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009667695,"threshold_uncertainty_score":0.01378977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008239616826926305,"score_gpt":0.2095043937805091,"score_spread":0.2012647769535828,"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."}}