{"id":"W4225326980","doi":"10.1016/j.burns.2022.04.022","title":"Environmental scan of mental health supports across Canadian burn centers: A healthcare providers’ perspective","year":2022,"lang":"en","type":"article","venue":"Burns","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Health Sciences Centre; Manitoba Health; Centre Hospitalier de l’Université de Montréal; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Perspective (graphical); Mental health; Health care; Mental healthcare; Medical emergency; Environmental health; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003586451,0.0003825369,0.0005570485,0.004040594,0.01556002,0.00749062,0.00328873,0.001914986,0.009585037],"category_scores_gemma":[0.01699103,0.0005267966,0.0007801351,0.008084383,0.004282363,0.003111221,0.005223843,0.005269923,0.0002528464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1252034,"about_ca_system_score_gemma":0.2561755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918393,"about_ca_topic_score_gemma":0.9977569,"domain_scores_codex":[0.9902557,0.001150964,0.0003710587,0.0004589593,0.002732857,0.005030604],"domain_scores_gemma":[0.9731883,0.001898348,0.002761824,0.0003845682,0.01327676,0.008490185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000185826,0.0003443474,0.7239444,0.0006853196,0.000342023,0.001807267,0.03895658,0.001064365,0.0005059439,0.02309039,0.1249347,0.08413882],"study_design_scores_gemma":[0.00003673119,0.00008274021,0.680293,0.002729503,0.000222419,0.0007597106,0.2287245,0.000667026,0.0002901253,0.004187697,0.08183468,0.0001719363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4161261,0.01239415,0.0009825665,0.4497851,0.001081931,0.0002653223,0.005413887,0.00004719919,0.1139038],"genre_scores_gemma":[0.9587567,0.005726652,0.001165444,0.029718,0.0003361816,0.00006330271,0.0008927045,0.00003396123,0.003307109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1252034,"threshold_uncertainty_score":0.9084184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159416819590246,"score_gpt":0.2988542402494139,"score_spread":0.2829125582903893,"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."}}