{"id":"W2726996399","doi":"10.1007/s00268-017-4088-2","title":"Epidemiology of Traumatic Injuries at an Urban Hospital in Port‐au‐Prince, Haiti","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Epidemiology; Trauma center; Injury Severity Score; Logbook; Injury prevention; Poison control; Emergency medicine; Vascular surgery; Occupational safety and health; Retrospective cohort study; Surgery; Pediatrics; Medical emergency; Cardiac surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001639183,0.0001544328,0.001190442,0.0004647128,0.0001448851,0.000002973786,0.000156498,0.00005659753,0.0001301061],"category_scores_gemma":[0.001326853,0.0001196797,0.0003582006,0.0001011777,0.0003545568,0.0002535253,0.00005676169,0.0002612236,0.00000452608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025282,"about_ca_system_score_gemma":0.0001721059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001728672,"about_ca_topic_score_gemma":0.0008634453,"domain_scores_codex":[0.9979601,0.0001045504,0.001261752,0.0001374957,0.0002135586,0.0003225689],"domain_scores_gemma":[0.9977142,0.0004559846,0.001130991,0.0003584546,0.0001712198,0.0001691543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002265664,0.000187349,0.9839709,0.0001189008,0.0001278544,0.0001895654,0.001054118,0.000002210015,0.00005228942,0.0001544959,0.008549454,0.005366342],"study_design_scores_gemma":[0.0004136545,0.0001755675,0.9950899,0.000535372,0.00007206841,0.00006630614,0.0004026247,0.000002156319,0.0001562142,0.0003102866,0.002667051,0.0001088071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882067,0.003203811,0.000004727305,0.002430667,0.001455186,0.00007195723,0.000004599179,0.000006645573,0.004615665],"genre_scores_gemma":[0.9978827,0.0005194028,0.0001890547,0.0001072247,0.0004354117,0.000002430922,0.000002582667,0.0000155569,0.0008456553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111904,"threshold_uncertainty_score":0.4880398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08792261844398412,"score_gpt":0.3489783496623682,"score_spread":0.2610557312183841,"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."}}