{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002164532,0.0006465935,0.0008266341,0.0009842822,0.001619959,0.0007151265,0.001367449,0.0006788571,0.001650277],"category_scores_gemma":[0.004014792,0.0003827391,0.0007167715,0.001445149,0.001406957,0.000385315,0.0007634647,0.0007225623,0.0002080028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008118989,"about_ca_system_score_gemma":0.0108034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.373785,"about_ca_topic_score_gemma":0.524803,"domain_scores_codex":[0.9982493,0.0006304647,0.0001404809,0.0002040149,0.0004188269,0.0003568515],"domain_scores_gemma":[0.9958267,0.0008932973,0.001520523,0.0002476758,0.0006417701,0.0008700215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08552488,0.06268101,0.7927376,0.001849561,0.001560935,0.001104846,0.006251451,0.0004313944,0.002418724,0.0001146366,0.002109388,0.04321555],"study_design_scores_gemma":[0.01154076,0.03488473,0.948793,0.0001666378,0.0004843957,0.0001127766,0.002550451,0.0003152657,0.0002647312,0.00003470002,0.0007956094,0.000057013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982816,0.0002869661,0.00004648841,0.00002794498,0.00001128206,0.0008410642,0.0002308398,0.000004822249,0.0002690465],"genre_scores_gemma":[0.9963744,0.0006278366,0.0003435677,0.0002030195,0.00004054992,0.001009753,0.000777357,0.000001994071,0.0006215938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.626215,"threshold_uncertainty_score":0.7432187,"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."}}