{"id":"W2240244968","doi":"10.5339/jlghs.2015.itma.16","title":"Crash risk in morbidly obese drivers before and after bariatric surgery: A population-based cohort study","year":2015,"lang":"en","type":"article","venue":"Journal of Local and Global Health Science","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Crash; Population; Cohort; Incidence (geometry); Surgery; Cohort study; Confidence interval; Obesity; Rate ratio; Obstructive sleep apnea; Pediatrics; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002335685,0.00007003336,0.0002888276,0.0001889372,0.00008446354,0.00002669502,0.0000377307,0.00002855842,0.000001356379],"category_scores_gemma":[0.0001416091,0.00004764482,0.00003845022,0.0007038277,0.000153767,0.0001787996,0.00002107558,0.0001294981,6.760149e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003622856,"about_ca_system_score_gemma":0.001141569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780963,"about_ca_topic_score_gemma":0.001290505,"domain_scores_codex":[0.9986383,0.00005368304,0.0003548304,0.0001452344,0.0006153557,0.0001925583],"domain_scores_gemma":[0.9989928,0.000035579,0.0001933703,0.00006542748,0.0001997127,0.0005130896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001961825,0.0000860748,0.9909388,0.00002324599,0.000004603276,0.00005298049,0.0001872996,0.0001618516,1.440857e-7,0.00000649462,0.00008581873,0.008256519],"study_design_scores_gemma":[0.001071447,0.0004135348,0.9959138,0.00008281475,0.00002834431,0.00003478074,0.0006455807,0.001541596,1.912368e-7,0.0002048805,0.00002260416,0.0000404277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977413,0.000355427,0.0002667021,0.0008525819,0.000518064,0.0002363132,0.000003422332,0.000003458415,0.00002277474],"genre_scores_gemma":[0.9994242,0.00006068062,0.0001979045,0.0002272333,0.00008424143,0.00000154658,6.755551e-7,0.000001882151,0.000001654789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008216091,"threshold_uncertainty_score":0.2692295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126693105580815,"score_gpt":0.3211171110416287,"score_spread":0.3098501799858205,"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."}}