{"id":"W4406498695","doi":"10.1016/s0000-0000(06)41085-8","title":"10.1016/s0000-0000(06)41085-8","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; Medical screening; Prostate cancer; Prostate; 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":[0.001022007,0.001809716,0.001233209,0.002239089,0.001772749,0.002031519,0.00211776,0.004856915,0.9874315],"category_scores_gemma":[0.002025344,0.0006315991,0.0009869175,0.001578029,0.001459871,0.003079103,0.00321535,0.002013135,0.9893951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009680829,"about_ca_system_score_gemma":0.0009884844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00246405,"about_ca_topic_score_gemma":0.002560784,"domain_scores_codex":[0.9993424,0.0000609953,0.00005529608,0.0001849543,0.0001415249,0.0002148895],"domain_scores_gemma":[0.997428,0.0004902543,0.0001751472,0.0001941778,0.0004251655,0.001287244],"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":[0.0004257393,0.000356277,0.002533822,0.0004074414,0.00002800142,0.0003173829,0.0001113984,0.0003994354,0.001131891,0.003525671,0.3440408,0.6467221],"study_design_scores_gemma":[0.00008529388,0.0001942129,0.002129685,0.0004336475,0.0000119178,0.0005782004,0.0001326084,0.0002664642,0.0002598107,0.0007373145,0.995147,0.00002368948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000984477,0.0004443807,0.000437112,0.001014325,0.0004407382,0.0001517081,0.0009451424,0.0007113035,0.9948709],"genre_scores_gemma":[0.001289966,0.0001500698,0.0003523421,0.0003999892,0.0001024775,0.00007333961,0.000500654,0.0001413289,0.9969898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01256847,"threshold_uncertainty_score":0.01792729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007577563277981785,"score_gpt":0.2038748134704089,"score_spread":0.1962972501924271,"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."}}