{"id":"W2138402713","doi":"10.3109/09638237.2010.492415","title":"Improving access to acute mental health services in a general hospital","year":2010,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Mental health; Medicine; Psychiatry; Nursing; Medical emergency","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":[0.000927956,0.000150229,0.0001657383,0.0003781014,0.0004441786,0.0006395351,0.0006183382,0.000377416,0.005200437],"category_scores_gemma":[0.004910264,0.0001126491,0.0002045527,0.0003685635,0.0004295996,0.0004317173,0.00129526,0.0005084894,0.0002639677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594268,"about_ca_system_score_gemma":0.00260013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009444329,"about_ca_topic_score_gemma":0.02766969,"domain_scores_codex":[0.9989972,0.000441618,0.00004050874,0.00006930972,0.0001146031,0.0003368411],"domain_scores_gemma":[0.9967617,0.0004315655,0.0005811439,0.00008037653,0.0001593095,0.001985785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001004986,0.002980049,0.7375609,0.0006033425,0.0001429915,0.0007320748,0.002261153,0.0007382958,0.002710568,0.0003554836,0.009917567,0.2409925],"study_design_scores_gemma":[0.0003253414,0.003257029,0.9883236,0.0001767612,0.00006709625,0.0005890356,0.002335788,0.0005609562,0.0002901073,0.000289922,0.00376684,0.0000175355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956542,0.0004258932,0.0002509484,0.00140644,0.00001922013,0.000100267,0.00007207628,0.00003694144,0.002033838],"genre_scores_gemma":[0.9979147,0.000295172,0.0006749405,0.0005831468,0.00005280934,0.00003742672,0.00008619412,0.000003922274,0.0003516505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009444329,"threshold_uncertainty_score":0.01877868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799316592904844,"score_gpt":0.4129740688765846,"score_spread":0.3949809029475361,"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."}}