{"id":"W3216438079","doi":"10.3389/fpsyt.2021.763396","title":"Recovery Education for Adults Transitioning From Homelessness: A Longitudinal Outcome Evaluation","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"St. Michael's Hospital Foundation; Centre for Addiction and Mental Health","keywords":"Psychology; Clinical psychology; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01020971,0.0005980993,0.0009834362,0.0009785738,0.001753922,0.0008761654,0.0006852692,0.000785038,0.001395021],"category_scores_gemma":[0.006265433,0.0004735816,0.001532269,0.0008946634,0.000733316,0.001260002,0.001577044,0.001261246,0.0004132968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002127247,"about_ca_system_score_gemma":0.006057482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01511079,"about_ca_topic_score_gemma":0.02377808,"domain_scores_codex":[0.9973559,0.001280386,0.0002914299,0.0002161953,0.0004350029,0.0004210754],"domain_scores_gemma":[0.99443,0.0006778949,0.001676405,0.0003886698,0.001464057,0.001363057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0413616,0.06911617,0.7618122,0.001056128,0.001333757,0.0002871352,0.005379708,0.0004912743,0.0009669259,0.0002428804,0.002830285,0.115122],"study_design_scores_gemma":[0.01012399,0.09868926,0.883159,0.0004734045,0.0006559146,0.0001420344,0.003396013,0.0005083721,0.0005344258,0.0001176395,0.00214186,0.00005813024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946175,0.0002941953,0.0001750933,0.0001608157,0.00001467791,0.003414107,0.0007808553,0.0000138027,0.0005288948],"genre_scores_gemma":[0.9863434,0.0006607527,0.001392906,0.000177267,0.00003950687,0.008260564,0.002390414,0.000005324584,0.0007299643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511079,"threshold_uncertainty_score":0.05399477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251664904216208,"score_gpt":0.4089221758622315,"score_spread":0.3664055268200694,"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."}}