{"id":"W3217649638","doi":"10.1002/hsr2.396","title":"Road traffic injury in Lebanon: A prospective study to assess injury characteristics and risk factors","year":2021,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Injury prevention; Occupational safety and health; Poison control; Psychological intervention; Logistic regression; Prospective cohort study; Injury Severity Score; Head injury; Environmental health; Emergency medicine; Medical emergency; Surgery; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004895306,0.0004703027,0.0003411739,0.001601875,0.0007705597,0.0006189375,0.000391155,0.0004767669,0.002038036],"category_scores_gemma":[0.000514004,0.0003471677,0.0003191081,0.001678235,0.0002159791,0.000510372,0.0004292089,0.000386093,0.0005379535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008703986,"about_ca_system_score_gemma":0.0007267344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02811518,"about_ca_topic_score_gemma":0.02756217,"domain_scores_codex":[0.9996743,0.00006593468,0.00002997927,0.00006142654,0.00005353585,0.0001148226],"domain_scores_gemma":[0.9995576,0.00003560634,0.00014967,0.00001867671,0.00009804765,0.0001404412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002611544,0.00006155848,0.9991481,0.000005604933,0.000009501808,0.0001231134,0.00007689308,0.00001318867,0.00006705889,0.000006019252,0.00007107081,0.0003916348],"study_design_scores_gemma":[0.000006192164,0.0001554921,0.9985703,0.000009207435,0.00000751188,0.0001693572,0.0007431334,0.00008609624,0.00001765744,0.000009142998,0.0002228142,0.000003092032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985955,0.0001451817,0.00004856018,0.00003238751,0.000006289763,0.00003275247,0.0007068805,0.000002436984,0.0004300326],"genre_scores_gemma":[0.9984915,0.0001387101,0.00007813576,0.00005957183,0.00001636701,0.00004941962,0.0008100694,0.000001797833,0.0003543801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02811518,"threshold_uncertainty_score":0.05590308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04736561148137318,"score_gpt":0.3874749890389358,"score_spread":0.3401093775575626,"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."}}