{"id":"W4406500930","doi":"10.1016/j.ymed.2015.06.099","title":"10.1016/j.ymed.2015.06.099","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; Guideline; Receipt; Prostate cancer; Oncology; Gynecology; Cancer; Internal medicine; Family medicine; Pathology","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":[0.0005528257,0.000780411,0.000422316,0.001281585,0.00078286,0.002117453,0.0007691475,0.002682089,0.8658366],"category_scores_gemma":[0.001691708,0.0003252134,0.0004784682,0.0006293029,0.0006944822,0.001839513,0.0009927342,0.001335781,0.7702687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007665185,"about_ca_system_score_gemma":0.001217301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973873,"about_ca_topic_score_gemma":0.002108967,"domain_scores_codex":[0.9997352,0.00002805858,0.00002443348,0.00006894031,0.00007050025,0.00007287801],"domain_scores_gemma":[0.9991766,0.0001498417,0.0001191943,0.00004386955,0.0001495378,0.0003610433],"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":[0.0003779488,0.0003893379,0.01304446,0.0005237011,0.00004786278,0.0006892447,0.0001283475,0.0002100845,0.0005511523,0.004711335,0.3313519,0.6479746],"study_design_scores_gemma":[0.0001067979,0.0001943198,0.01187284,0.001390642,0.0000593304,0.005825453,0.0004233035,0.000293773,0.0004720037,0.005129651,0.9741974,0.00003448054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01019416,0.02075674,0.002115678,0.01501453,0.003485371,0.0001317031,0.005550155,0.0013562,0.9413954],"genre_scores_gemma":[0.03963392,0.009327871,0.001978457,0.003825145,0.001461627,0.0001075659,0.003090119,0.0002749138,0.9403004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1341634,"threshold_uncertainty_score":0.1913677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007835542016689222,"score_gpt":0.2161774018881326,"score_spread":0.2083418598714434,"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."}}