{"id":"W4398219128","doi":"10.2139/ssrn.4828130","title":"Epidemiology of Unintentional Injuries Among 15–24-Year-Old Vocational School Youth from Peshawar Pakistan: A Cross-Sectional Survey","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cross-sectional study; Epidemiology; Vocational education; Environmental health; Medicine; Psychology; Pedagogy; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003749548,0.0003670888,0.000352468,0.0008803214,0.0009141067,0.0006462575,0.0005148366,0.0007180003,0.002050288],"category_scores_gemma":[0.0007328982,0.0006108019,0.0004770424,0.001437395,0.0003143564,0.0008120214,0.0005634538,0.0007068265,0.0005654958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005823541,"about_ca_system_score_gemma":0.0008775197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06567735,"about_ca_topic_score_gemma":0.06640398,"domain_scores_codex":[0.9996516,0.0000411295,0.00005531117,0.00008344168,0.00005966976,0.0001088674],"domain_scores_gemma":[0.999368,0.00005262412,0.0002430272,0.00002808569,0.0001328886,0.0001754867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001509676,0.00004901736,0.9991221,0.0000082804,0.00001419293,0.00006117547,0.0002005983,0.00001074015,0.00004970345,0.000005479131,0.0001146519,0.0003489753],"study_design_scores_gemma":[0.000001097264,0.00005328339,0.9985838,0.000005423458,0.000005714356,0.00008370369,0.001156493,0.00001918211,0.000009008773,0.000003580382,0.00007664808,0.00000205487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980066,0.00005987562,0.00003573475,0.00004812972,0.000005071128,0.00001883051,0.001483138,0.000002363321,0.0003401033],"genre_scores_gemma":[0.9983182,0.0001406627,0.00005242696,0.00004801027,0.000005284599,0.00002398181,0.001018715,0.000001211494,0.0003915662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06567735,"threshold_uncertainty_score":0.1305901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0463532260401729,"score_gpt":0.3731802700323846,"score_spread":0.3268270439922117,"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."}}