{"id":"W4412479558","doi":"10.1001/jamasurg.2025.2226","title":"Clinical Practice Guideline Recommendations on Mental Health in Trauma","year":2025,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Sherbrooke; McGill University; Institut Universitaire en Santé Mentale de Québec; Douglas Mental Health University Institute; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Alberta Hospital; Université de Montréal; University of Saskatchewan; Royal Columbian Hospital; Alberta Hospital Edmonton; University of British Columbia; Université Laval; Vancouver General Hospital; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; CINAHL; Guideline; PsycINFO; MEDLINE; Mental health; Referral; Grading (engineering); Family medicine; Cochrane Library; Evidence-based medicine; Nursing; Psychological intervention; Psychiatry; Alternative medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04473241,0.002488197,0.004504416,0.01196249,0.002711504,0.00665286,0.008709128,0.01532334,0.01103313],"category_scores_gemma":[0.2488786,0.001891399,0.007778104,0.01199918,0.0027677,0.006607119,0.005287688,0.01324271,0.006142856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01012867,"about_ca_system_score_gemma":0.04318868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02859535,"about_ca_topic_score_gemma":0.04274938,"domain_scores_codex":[0.9303203,0.031135,0.02238602,0.002175097,0.01223737,0.001746179],"domain_scores_gemma":[0.8031918,0.07654128,0.02683758,0.003951098,0.08363131,0.005846912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001694395,0.0002485106,0.001907714,0.110633,0.0009761955,0.0004246823,0.001907966,0.001333762,0.0005049466,0.005388792,0.5802295,0.2962755],"study_design_scores_gemma":[0.001088574,0.0001881773,0.004727904,0.4174526,0.002767471,0.0006024379,0.001494142,0.001174123,0.0004632736,0.0171669,0.5526376,0.00023671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003010067,0.3176494,0.03338727,0.5097028,0.04467258,0.02976743,0.009732877,0.001200744,0.05087693],"genre_scores_gemma":[0.02876844,0.3920508,0.3841131,0.1164675,0.009988305,0.04220754,0.01270093,0.0003986234,0.01330482],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04473241,"threshold_uncertainty_score":0.2365704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2642869544424731,"score_gpt":0.5753884891081763,"score_spread":0.3111015346657032,"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."}}