{"id":"W4313417427","doi":"10.1177/0044118x221140929","title":"Examining Risk Factors and Protective Resources as Predictors of Recovery Among Youth With Mental Illness and Lived Experience of Homelessness","year":2022,"lang":"en","type":"article","venue":"Youth & Society","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Simon Fraser University; McGill University; University of Winnipeg; University of Ottawa","funders":"","keywords":"Mental health; Mental illness; Community integration; Psychology; Clinical psychology; Psychiatry; Social integration; 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":[0.001691936,0.0002275097,0.0003657741,0.0006570538,0.0006342633,0.0006277532,0.0003532897,0.0003763265,0.0007069571],"category_scores_gemma":[0.004253936,0.0002079838,0.0008444143,0.0006182241,0.0003897985,0.0003999166,0.0006467322,0.0007396396,0.00004375849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007250226,"about_ca_system_score_gemma":0.002034552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04603865,"about_ca_topic_score_gemma":0.08075739,"domain_scores_codex":[0.9992551,0.0002846759,0.00005764588,0.0000511182,0.000105712,0.000245694],"domain_scores_gemma":[0.9982888,0.0004666539,0.0006819573,0.00006074533,0.0001299582,0.0003719683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005491667,0.0004723488,0.993775,0.00003310626,0.00009957433,0.00002129951,0.0002910767,0.00003465095,0.00004922907,0.00001800308,0.00003700724,0.004619583],"study_design_scores_gemma":[0.0000438209,0.0008566491,0.9979734,0.00003178333,0.0001266941,0.00001797612,0.0006350552,0.0001288135,0.00006440948,0.00001520538,0.0001026758,0.000003451073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995414,0.000246715,0.00002100602,0.00003194287,0.000003016549,0.00002200975,0.00003829103,7.73942e-7,0.00009483577],"genre_scores_gemma":[0.9997219,0.000106388,0.00004483021,0.00001178712,0.000003280016,0.00001345849,0.00004621716,2.145124e-7,0.00005183081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04603865,"threshold_uncertainty_score":0.09154135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04268481522596746,"score_gpt":0.3091444486143846,"score_spread":0.2664596333884172,"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."}}