{"id":"W1988223750","doi":"10.1097/sla.0b013e31815b4480","title":"Patient and Injury Characteristics, Mortality Risk, and Length of Stay Related to Child Abuse by Burning","year":2008,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Injury prevention; Poison control; Suicide prevention; Human factors and ergonomics; Emergency medicine; Occupational safety and health; Medical emergency; Child abuse; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003029655,0.000135971,0.0005205091,0.0001508851,0.00007895772,0.00000332169,0.0000221278,0.0001168944,0.00002573688],"category_scores_gemma":[0.0002031212,0.0001129669,0.00008980436,0.0001635232,0.0001428875,0.00006719019,0.00002468944,0.0002518865,0.000002214271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003452711,"about_ca_system_score_gemma":0.00002357812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001471881,"about_ca_topic_score_gemma":0.000001057278,"domain_scores_codex":[0.9987907,0.00005157575,0.000560651,0.0002112866,0.0002018203,0.0001839437],"domain_scores_gemma":[0.9990439,0.0001606824,0.0002722805,0.0002095875,0.000130625,0.0001829609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000268263,0.0003030931,0.972384,0.0001102273,0.000381959,0.00005768805,0.00389858,7.719077e-7,0.001089275,0.000007807305,0.00437037,0.01712801],"study_design_scores_gemma":[0.0002747572,0.0001996099,0.9813825,0.000542001,0.00008369193,0.00005416819,0.0001209851,0.000009355399,0.01447533,0.00001339422,0.002705171,0.0001390608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965388,0.002539863,0.000001370003,0.0003079536,0.00008351545,0.0001648613,0.0001336431,0.0000222569,0.0002077052],"genre_scores_gemma":[0.9739206,0.02561194,0.00001506207,0.0003262747,0.00002072767,0.000001855759,0.00004899132,0.00001651464,0.00003801909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02307208,"threshold_uncertainty_score":0.4606657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06092131328934676,"score_gpt":0.2929338617584695,"score_spread":0.2320125484691227,"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."}}