{"id":"W4223521221","doi":"10.3390/ijerph19073798","title":"Clinical Outcomes in Routine Evaluation Measures for Patients Discharged from Acute Psychiatric Care: Four-Arm Peer and Text Messaging Support Controlled Observational Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Alberta Health Services; University of Alberta","funders":"University of Alberta; Alberta Health Services","keywords":"Observational study; Psychological intervention; Medicine; Distress; Mental health; Peer support; Physical therapy; Psychiatry; Clinical psychology; Internal medicine","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":[0.005653796,0.001775625,0.003613523,0.001029151,0.001658874,0.00102886,0.001305954,0.001855231,0.003031963],"category_scores_gemma":[0.008814837,0.0009346816,0.002537941,0.001131445,0.001810489,0.001477824,0.001249315,0.001994302,0.0004880502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198851,"about_ca_system_score_gemma":0.002761947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00294985,"about_ca_topic_score_gemma":0.00367857,"domain_scores_codex":[0.9931042,0.003733544,0.0007663829,0.0009890201,0.0008648399,0.0005419664],"domain_scores_gemma":[0.9914007,0.001921883,0.002946292,0.001027852,0.0008924757,0.001810733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7979053,0.1103254,0.06355398,0.001079606,0.002657031,0.0001527172,0.0006953458,0.0003205295,0.002509261,0.00004996363,0.0005093268,0.02024155],"study_design_scores_gemma":[0.4594829,0.3806331,0.155298,0.0001056495,0.001528132,0.00009407685,0.000483416,0.0008237805,0.0007350904,0.00009537862,0.0006159561,0.0001046653],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995223,0.00034512,0.0002498821,0.00004326711,0.0000434757,0.003638248,0.0002757711,0.00001493533,0.0001663393],"genre_scores_gemma":[0.9869802,0.0003704327,0.001505122,0.0001735363,0.0002045907,0.009676187,0.0007340757,0.000005639811,0.0003500971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005653796,"threshold_uncertainty_score":0.02990049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5275567067856746,"score_gpt":0.5682656853408294,"score_spread":0.04070897855515487,"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."}}