{"id":"W4251534422","doi":"10.5489/cuaj.2788","title":"COSMiC details","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Prostate cancer; Abiraterone acetate; Prospective cohort study; Population; Cancer; Quality of life (healthcare); Internal medicine; Oncology; Androgen deprivation therapy; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003366374,0.0008184544,0.001182541,0.003747458,0.001651785,0.003136085,0.002276327,0.001481456,0.6712304],"category_scores_gemma":[0.02376334,0.000558756,0.0009345827,0.004590128,0.0003050725,0.001163102,0.002085528,0.001072148,0.289525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002781589,"about_ca_system_score_gemma":0.01056913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07721251,"about_ca_topic_score_gemma":0.09787471,"domain_scores_codex":[0.9974866,0.0004577585,0.0003083606,0.0004012157,0.0009390933,0.0004068986],"domain_scores_gemma":[0.9893873,0.001693016,0.0007013925,0.001786981,0.004137245,0.002294044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001456077,0.00001624756,0.002118374,0.000364304,0.00001989708,0.00006378411,0.00005427068,0.00002982351,0.00007329782,0.001478447,0.9705219,0.02511406],"study_design_scores_gemma":[0.0001113505,0.00001504631,0.004515808,0.0004145115,0.00002067636,0.0001212206,0.00005450248,0.00004381628,0.00005819675,0.0008562758,0.9937751,0.00001336214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001322804,0.001780426,0.001809297,0.005140771,0.001927385,0.001475071,0.7733192,0.002406738,0.2108184],"genre_scores_gemma":[0.01653427,0.00414857,0.006894743,0.009477144,0.001515148,0.003222112,0.6806079,0.003578104,0.274022],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9227875,"threshold_uncertainty_score":0.46895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398212571490882,"score_gpt":0.2945268964662646,"score_spread":0.2505447707513557,"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."}}