{"id":"W2625716828","doi":"10.1016/j.cps.2017.02.009","title":"Inhalation Injury","year":2017,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Inhalation; Burn injury; Resuscitation; Intensive care medicine; Pneumonia; Smoke inhalation; Anesthesia; Medical emergency; Surgery; Internal medicine","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":[0.0005453292,0.0008924004,0.00123525,0.002470779,0.0005646801,0.001516199,0.0006469813,0.001281601,0.01143277],"category_scores_gemma":[0.002162641,0.00024931,0.00105381,0.002327355,0.0004750986,0.001288443,0.001250242,0.001341048,0.001791968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005143662,"about_ca_system_score_gemma":0.002089007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389063,"about_ca_topic_score_gemma":0.005549367,"domain_scores_codex":[0.99942,0.00009482037,0.0001438345,0.0001014777,0.000183124,0.00005672863],"domain_scores_gemma":[0.9993684,0.0002625056,0.0001902723,0.00001960339,0.0001181457,0.00004112529],"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":[0.0001338742,0.0001110388,0.002035753,0.0608823,0.0003653553,0.000511888,0.0001165234,0.0001260207,0.0005438019,0.001326555,0.03096288,0.9028841],"study_design_scores_gemma":[0.0001556532,0.0002645239,0.01432397,0.1154285,0.002592592,0.009983523,0.0008106888,0.0001484653,0.0009246105,0.002012819,0.8532746,0.00008006123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000340201,0.9965371,0.0001032436,0.0002698647,0.0003297851,0.00001693663,0.00006296641,0.0000073194,0.00233258],"genre_scores_gemma":[0.004440785,0.9931546,0.0002360536,0.0007976283,0.0002961366,0.00002013539,0.0001194726,0.000002615022,0.0009325922],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01143277,"threshold_uncertainty_score":0.03824639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.245991062719112,"score_gpt":0.4601760533628571,"score_spread":0.214184990643745,"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."}}