{"id":"W4401921326","doi":"10.1192/j.eurpsy.2024.701","title":"Assessing Changes in Quality of Life Measures, Resilience, and Personal Recovery, Pre- and Post-Discharge from Inpatient Mental Health Units in Alberta: Analysis of Control Group Data from a Randomized Trial.","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Randomized controlled trial; Resilience (materials science); Mental health; Quality of life (healthcare); Psychology; Psychological resilience; Medicine; Physical therapy; Psychiatry; Psychotherapist; Internal medicine","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":[0.009366025,0.00132038,0.002577661,0.0007699901,0.0007626688,0.001022493,0.001266005,0.001522327,0.003653936],"category_scores_gemma":[0.006304182,0.0006250226,0.00283957,0.001218891,0.001740313,0.0005931839,0.0008159563,0.00131766,0.0002189741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005502971,"about_ca_system_score_gemma":0.008905271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0791763,"about_ca_topic_score_gemma":0.1163537,"domain_scores_codex":[0.9942734,0.003621358,0.0003558368,0.0004750752,0.0005641115,0.0007103359],"domain_scores_gemma":[0.9961191,0.001255577,0.001046103,0.0003024169,0.0004116504,0.0008650327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9605132,0.01079719,0.005351411,0.0007516894,0.002393378,0.00003157486,0.0001001154,0.0003633043,0.0005463191,0.00007957467,0.0002849553,0.01878746],"study_design_scores_gemma":[0.8656973,0.104722,0.02588838,0.00009506345,0.002352882,0.00001513142,0.00009425739,0.0004962981,0.0002602408,0.00009175118,0.0002647642,0.00002188299],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855593,0.003446017,0.0005426633,0.0002833602,0.0001938237,0.008180584,0.0007672462,0.00005193165,0.0009750594],"genre_scores_gemma":[0.9899725,0.001295055,0.001572038,0.0002167449,0.0001475329,0.005277036,0.000597135,0.000005319281,0.0009166148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9208237,"threshold_uncertainty_score":0.1574309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0661485037368652,"score_gpt":0.3848204648410424,"score_spread":0.3186719611041772,"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."}}