{"id":"W3168347615","doi":"10.2196/27137","title":"Recovery Following Peer and Text Messaging Support After Discharge From Acute Psychiatric Care in Edmonton, Alberta: Controlled Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"University of Alberta; Alberta Health Services","keywords":"Observational study; Peer support; Social support; Mental health; Psychology; Descriptive statistics; Scale (ratio); Randomized controlled trial; Medicine; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002464716,0.0002075384,0.0005289395,0.0003165722,0.0009744836,0.00004598736,0.0001590416,0.0001394654,0.0008516175],"category_scores_gemma":[0.0001167102,0.000168975,0.0001082267,0.0006260363,0.00003200097,0.0006327404,0.0003750289,0.001142917,0.000215733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005605601,"about_ca_system_score_gemma":0.0007594653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211867,"about_ca_topic_score_gemma":0.01354686,"domain_scores_codex":[0.994113,0.002128473,0.0009918832,0.0004429783,0.001364565,0.0009591506],"domain_scores_gemma":[0.996982,0.001728651,0.0001607856,0.0003109274,0.0005321546,0.0002854439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00158887,0.000558596,0.8995761,0.000424799,0.0001272975,0.00003966765,0.09368593,4.195142e-7,0.00001462836,0.000130096,0.003080646,0.0007729441],"study_design_scores_gemma":[0.01391476,0.0008590593,0.8621894,0.0005020116,0.0000296682,4.014138e-7,0.1151939,0.0001092496,0.000009041907,0.0004900364,0.006492704,0.0002097814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826925,0.0007462223,0.00001023533,0.001373105,0.0006612721,0.004008281,0.0002203739,0.00001465922,0.01027333],"genre_scores_gemma":[0.9884306,0.00008804046,0.0001216834,0.0008394028,0.0001212885,0.004266821,0.001253421,0.00002454889,0.004854148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03738672,"threshold_uncertainty_score":0.9324615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1988886140839193,"score_gpt":0.5106267616596588,"score_spread":0.3117381475757395,"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."}}