{"id":"W2902480692","doi":"10.1007/s11414-018-9642-7","title":"Age Affects the Impact of Important Predictors on Mental Health Emergency Department Visits","year":2018,"lang":"en","type":"article","venue":"The Journal of Behavioral Health Services & Research","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; Women and Children’s Health Research Institute; University of Alberta Hospital; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Emergency department; Mental health; Demography; Confidence interval; Hazard ratio; Public health; Health psychology; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002373426,0.0006623631,0.0006424669,0.0008539777,0.0009258928,0.001502303,0.000766391,0.001359409,0.008074329],"category_scores_gemma":[0.0237717,0.0005614164,0.002410285,0.0008615687,0.0006186394,0.00164624,0.001194582,0.002507378,0.0006563456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005845384,"about_ca_system_score_gemma":0.00169853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01279623,"about_ca_topic_score_gemma":0.02162316,"domain_scores_codex":[0.997457,0.001054432,0.0002614305,0.0002786892,0.0003006979,0.0006476839],"domain_scores_gemma":[0.9785291,0.0108227,0.004338814,0.001695237,0.001167284,0.003446835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002044788,0.0000840049,0.9972559,0.00001262874,0.0001691556,0.00006660435,0.0001007127,0.0000593785,0.00004597591,0.00005572777,0.0002619702,0.001683431],"study_design_scores_gemma":[0.000008151949,0.00007573662,0.9986231,0.00002428151,0.000136278,0.00009122287,0.0003466606,0.0002771948,0.00005700138,0.0001196256,0.0002330433,0.000007588545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926659,0.001871104,0.0001881795,0.001365499,0.000173724,0.00001284173,0.0007178924,0.00001070033,0.002994083],"genre_scores_gemma":[0.9986349,0.0002993715,0.00008545051,0.00009722135,0.0001051747,0.000004379242,0.000213438,0.000007544832,0.0005524899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01279623,"threshold_uncertainty_score":0.02701139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06417825578494038,"score_gpt":0.490066884734391,"score_spread":0.4258886289494506,"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."}}