{"id":"W6902001137","doi":"10.6084/m9.figshare.23689770.v1","title":"Additional file 1 of Chronic prednisone, metformin, and nonsteroidal anti-inflammatory drug use and clinical outcome in a cohort of bladder cancer patients undergoing radical cystectomy in Québec, Canada","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Cystectomy; Bladder cancer; Cohort; Nonsteroidal; Drug; Cohort study; Retrospective cohort study; Urinary bladder","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000595801,0.0005893849,0.001206728,0.001983094,0.001718561,0.001030678,0.001396769,0.0007680869,0.3868587],"category_scores_gemma":[0.01155881,0.0004065105,0.0009843286,0.005858317,0.0002912981,0.001008479,0.0004892773,0.0008267247,0.01576206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004993838,"about_ca_system_score_gemma":0.009830381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7232098,"about_ca_topic_score_gemma":0.7627563,"domain_scores_codex":[0.9993814,0.00006123046,0.0001068839,0.0001461005,0.0001430221,0.0001614405],"domain_scores_gemma":[0.992871,0.002141865,0.001223308,0.0004278255,0.002842979,0.0004930353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006097128,0.0001749047,0.09860753,0.001784063,0.000230156,0.0001340605,0.0001915059,0.0006054416,0.0000955748,0.0008138572,0.8883559,0.008397359],"study_design_scores_gemma":[0.004086041,0.0002960778,0.7771925,0.003539817,0.0004010531,0.0005036641,0.001461572,0.002422468,0.0003529904,0.001670587,0.2078949,0.000178438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002244493,0.00005627019,0.00004546598,0.0000928443,0.00001543751,0.00008327902,0.9962699,0.00002128733,0.001170897],"genre_scores_gemma":[0.09692716,0.0005604943,0.001315951,0.0006781525,0.000132069,0.002283569,0.8753868,0.00009231854,0.02262359],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3868587,"threshold_uncertainty_score":0.8745717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191891099774946,"score_gpt":0.2651899342535664,"score_spread":0.2460008242760718,"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."}}