{"id":"W4386752646","doi":"10.33137/jrmh.v6i2.41439","title":"Applied Research in Recovery – Demonstrating Impact Across Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Recovery in Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Environmental science","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":[0.007724229,0.0002535912,0.0005530588,0.002114033,0.009202885,0.003788381,0.00205485,0.0005198905,0.003853419],"category_scores_gemma":[0.01248303,0.0003126981,0.0003722413,0.005916488,0.003323055,0.0008017867,0.004004903,0.00118024,0.0002587464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08156611,"about_ca_system_score_gemma":0.2797773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9878577,"about_ca_topic_score_gemma":0.9955518,"domain_scores_codex":[0.9910468,0.002695107,0.000420889,0.0005746861,0.00266846,0.002593906],"domain_scores_gemma":[0.9774955,0.002596647,0.001197177,0.0009826504,0.01257995,0.005148033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009829386,0.001957097,0.3711718,0.002815726,0.0002750198,0.001755283,0.06830619,0.001496507,0.003798153,0.01227605,0.02368735,0.5114778],"study_design_scores_gemma":[0.0001213108,0.000523368,0.8467986,0.00132527,0.00009274929,0.0002652454,0.08695371,0.000552036,0.00119086,0.0008611874,0.06122665,0.00008898135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9105887,0.01448441,0.001265545,0.01636923,0.000241671,0.001119835,0.001392781,0.0001128207,0.05442517],"genre_scores_gemma":[0.9817981,0.00778833,0.002069657,0.001566137,0.0000265598,0.0001565943,0.0003935241,0.00003167504,0.006169455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08156611,"threshold_uncertainty_score":0.5918063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3343907158159002,"score_gpt":0.5562733855661396,"score_spread":0.2218826697502394,"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."}}