{"id":"W2981772299","doi":"10.3934/publichealth.2019.4.447","title":"Recovery Mentors as continuing professional development trainers for better recognition of the epistemic value of the experiential knowledge and improved access to recovery-oriented practices","year":2019,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Multidisciplinary approach; Likert scale; Experiential learning; Medical education; Psychology; Professional development; Agency (philosophy); Cronbach's alpha; Medicine; Pedagogy; Psychometrics; Sociology; Clinical psychology","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":[0.0142657,0.0003698711,0.0002216456,0.000918597,0.004726433,0.00341574,0.001609899,0.001634856,0.02830699],"category_scores_gemma":[0.02128757,0.0003497789,0.0005149291,0.0004432523,0.002014723,0.002539434,0.007972502,0.004153097,0.004499159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003268759,"about_ca_system_score_gemma":0.02435249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008567495,"about_ca_topic_score_gemma":0.03968584,"domain_scores_codex":[0.9927412,0.003773177,0.0002120918,0.0002973431,0.00131758,0.001658627],"domain_scores_gemma":[0.9695241,0.003200418,0.002367542,0.001155592,0.004699747,0.01905245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003439325,0.003494737,0.06446679,0.001234412,0.0000495746,0.002108945,0.1062304,0.0006363748,0.007740749,0.007441977,0.2681581,0.538094],"study_design_scores_gemma":[0.000393579,0.001864736,0.1066604,0.00266595,0.00005907597,0.002911174,0.1871404,0.001864954,0.004260496,0.005646372,0.6863196,0.0002131359],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6358573,0.005316504,0.02717195,0.2090547,0.00472476,0.004639545,0.0003337737,0.001407833,0.1114935],"genre_scores_gemma":[0.859139,0.002620438,0.0426675,0.02098719,0.0009178736,0.001936719,0.000383705,0.0001199334,0.07122771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02830699,"threshold_uncertainty_score":0.09469634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663000424840331,"score_gpt":0.4416207803893101,"score_spread":0.2753207379052771,"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."}}