{"id":"W4308184988","doi":"10.1097/ta.0000000000003825","title":"Outpatient mental health service use in major trauma survivors: A population-based cohort study from Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Mental health; Confidence interval; Cohort; Odds ratio; Emergency department; Population; Cohort study; Rate ratio; Logistic regression; Emergency medicine; Psychiatry; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007241229,0.0003763111,0.0005521518,0.001145038,0.003083384,0.001181626,0.001138525,0.0004585032,0.001322975],"category_scores_gemma":[0.001424918,0.0005882565,0.0006808105,0.003871216,0.0007306747,0.0004717993,0.0009781249,0.0006910615,0.0001968129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01911483,"about_ca_system_score_gemma":0.0265907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906527,"about_ca_topic_score_gemma":0.9949392,"domain_scores_codex":[0.9990501,0.00006950349,0.00007318356,0.0001699368,0.0003418225,0.0002955247],"domain_scores_gemma":[0.9983371,0.00006042264,0.0004165386,0.00007582297,0.0006981493,0.0004119399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003806986,0.00003266636,0.9973169,0.00002705472,0.0000403213,0.0000847612,0.0006724506,0.00002854244,0.0001318825,0.00003468033,0.0006477121,0.0009449679],"study_design_scores_gemma":[0.00001092974,0.00002333229,0.9981629,0.00002662228,0.00002777757,0.00005565274,0.001002651,0.0001369258,0.00002073195,0.00001327064,0.0005121468,0.000007054417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930387,0.0004397969,0.0001404102,0.0003039747,0.00001339452,0.0001125619,0.004915269,0.0000085703,0.001027368],"genre_scores_gemma":[0.996667,0.0004821945,0.0002001335,0.0001551022,0.000007944555,0.00005381354,0.001819432,0.000004862907,0.000609557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911483,"threshold_uncertainty_score":0.1386884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048134072578634,"score_gpt":0.2941604143546805,"score_spread":0.2736790736288942,"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."}}