{"id":"W2169798005","doi":"10.2106/jbjs.rvw.n.00010","title":"Burn Management in Orthopaedic Trauma","year":2014,"lang":"en","type":"article","venue":"JBJS Reviews","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Orthopedic surgery; MEDLINE; Medical emergency; Injury prevention; Poison control; Emergency medicine; Surgery","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":[0.001999832,0.0004101078,0.000620427,0.002284448,0.0004502263,0.00124574,0.0006276542,0.0009798855,0.004548385],"category_scores_gemma":[0.00973901,0.0002509931,0.0006575296,0.002187404,0.0003568003,0.001015407,0.000516672,0.001329332,0.0009933965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540905,"about_ca_system_score_gemma":0.002468523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005680817,"about_ca_topic_score_gemma":0.0128736,"domain_scores_codex":[0.9983044,0.0004712825,0.0003700215,0.0001059003,0.0006302855,0.0001181727],"domain_scores_gemma":[0.9951593,0.00208775,0.0008937669,0.00006549082,0.001578218,0.0002154385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001864239,0.00006690895,0.002462947,0.01807339,0.0001725108,0.000214712,0.0002544216,0.0001663442,0.0002170601,0.0009480938,0.1955604,0.7816768],"study_design_scores_gemma":[0.0001028492,0.0003841355,0.02215913,0.07939666,0.0008488269,0.00306919,0.001238887,0.0001790815,0.0005748321,0.001761838,0.8902425,0.00004204349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007278394,0.9910533,0.00003912287,0.00440898,0.001679849,0.0000069133,0.00002265208,0.000005247432,0.002056007],"genre_scores_gemma":[0.006030235,0.9899555,0.0001612572,0.001217604,0.001766125,0.00001072734,0.00004376462,0.000004269783,0.0008104797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005680817,"threshold_uncertainty_score":0.01521581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0377182046021144,"score_gpt":0.3266338272746319,"score_spread":0.2889156226725175,"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."}}