{"id":"W4377198035","doi":"10.1007/s13312-023-3008-9","title":"Pediatric Trauma Training in India- Need of the Hour","year":2023,"lang":"en","type":"article","venue":"Indian Pediatrics","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Pediatric trauma; Injury prevention; Trauma care; Developing country; Medical emergency; Suicide prevention; Poison control; Training (meteorology); Occupational safety and health; Pediatric surgery; Road traffic accident; Road traffic; Pediatrics; Psychiatry","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":[0.0007914912,0.0002350946,0.0002359913,0.0006840882,0.004447759,0.002957961,0.001296761,0.001590141,0.02434414],"category_scores_gemma":[0.002917228,0.0002671907,0.0003039281,0.001190954,0.000953644,0.001468762,0.002576523,0.002649374,0.001273484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003688827,"about_ca_system_score_gemma":0.01934498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02071736,"about_ca_topic_score_gemma":0.07408949,"domain_scores_codex":[0.9982804,0.0002652451,0.00007170429,0.00007152952,0.0002391716,0.001071843],"domain_scores_gemma":[0.9908461,0.0005106183,0.0008999957,0.00007877549,0.0006239191,0.007040628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004043579,0.001845571,0.5762548,0.002136358,0.00005545958,0.01769962,0.02513549,0.0004503106,0.002637055,0.01510371,0.2134842,0.144793],"study_design_scores_gemma":[0.00005137784,0.0005149805,0.5970789,0.002369526,0.00004520499,0.007881249,0.1921792,0.0002284971,0.0005027014,0.00217371,0.1968915,0.00008296697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6450568,0.01201804,0.0003518417,0.2428277,0.007726667,0.0001703098,0.0008188023,0.0001434644,0.09088637],"genre_scores_gemma":[0.9524922,0.01043176,0.0007108487,0.01776154,0.002468641,0.00009380782,0.0003246771,0.00005247729,0.01566406],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02434414,"threshold_uncertainty_score":0.08143926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362426540091615,"score_gpt":0.2805357385364292,"score_spread":0.2469114731355131,"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."}}