{"id":"W4387874327","doi":"10.3390/traumacare3040022","title":"Impact of Sex on Completion of Life-Saving Interventions for Severely Injured Patients: A Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Trauma Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fondation CHU de Québec","keywords":"Medicine; Retrospective cohort study; Emergency department; Psychological intervention; Emergency medicine; Neurosurgery; Intubation; Cohort; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001291249,0.0001432734,0.0005694547,0.0002077017,0.00007671196,0.000002830055,0.00006257895,0.00004610758,0.00006516485],"category_scores_gemma":[0.0002464959,0.0001198539,0.0005246268,0.0003701867,0.00004367858,0.00003376269,0.00003002243,0.00009451312,0.000005166113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198685,"about_ca_system_score_gemma":0.00003602992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004312685,"about_ca_topic_score_gemma":0.0003752926,"domain_scores_codex":[0.9988204,0.00003770948,0.0004245992,0.0002314178,0.0003112981,0.0001745711],"domain_scores_gemma":[0.9988208,0.00005087388,0.0001420809,0.0002262702,0.0007025585,0.00005741753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004873156,0.0007794413,0.9795457,0.0004431604,0.00072391,9.043968e-7,0.01111509,0.00001511027,0.00004811364,0.00001655569,0.00180413,0.005020569],"study_design_scores_gemma":[0.002447956,0.008334306,0.9771532,0.0003055301,0.0002681784,1.770244e-7,0.01129847,0.00001113182,0.00005466539,0.00002013742,0.00001387711,0.0000923999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958978,0.00008315138,0.00001669286,0.00001812579,0.00020215,0.001633599,0.0005625544,0.00007329728,0.001512643],"genre_scores_gemma":[0.999415,0.00001167178,0.00002329877,0.000005972237,0.00004907005,0.0001216765,0.000280044,0.00002327916,0.00007001762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007554865,"threshold_uncertainty_score":0.4887498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05593805629963919,"score_gpt":0.3777005716380819,"score_spread":0.3217625153384427,"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."}}