{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01448704,0.0002043429,0.000641392,0.0004955733,0.0008776721,0.00001531921,0.0003068777,0.0001589416,0.0001096367],"category_scores_gemma":[0.00007914695,0.000176841,0.00009261051,0.001624797,0.00004299984,0.000250832,0.0001527159,0.002262788,0.00006990069],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01030097,"about_ca_system_score_gemma":0.008185601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4636341,"about_ca_topic_score_gemma":0.7936317,"domain_scores_codex":[0.9925092,0.001597379,0.002425601,0.0002744173,0.001227719,0.001965679],"domain_scores_gemma":[0.9967719,0.001330456,0.0009574842,0.0002191124,0.0001168588,0.0006042077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002632335,0.0003708665,0.7873591,0.002890895,0.00003799034,0.000190248,0.01142466,0.001111357,0.0001338433,0.00004975013,0.06028287,0.1335161],"study_design_scores_gemma":[0.01434909,0.007877049,0.6883194,0.01985635,0.000005865772,0.0000850205,0.2369447,0.0009384273,0.0001894307,0.003841168,0.0266971,0.0008964434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913483,0.0004329891,0.000003281681,0.002112469,0.002778425,0.001379209,0.0002025342,0.00001225886,0.001730494],"genre_scores_gemma":[0.9942335,0.002405979,0.0002692238,0.002290033,0.0003200924,0.00005564654,0.0001371321,0.00003255084,0.00025579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3299975,"threshold_uncertainty_score":0.9974371,"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."}}