{"id":"W3136587030","doi":"10.1177/00207640211004988","title":"A comparison of formal and informal help in the context of mental health recovery","year":2021,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Closeness; Reciprocity (cultural anthropology); Mental health; Psychology; Social psychology; Agency (philosophy); Informal education; Context (archaeology); Cognitive reframing; Psychotherapist; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01299515,0.0002533336,0.000403572,0.002285855,0.002303452,0.003767237,0.0007346184,0.0007130319,0.002041475],"category_scores_gemma":[0.03270713,0.0002309892,0.0004143983,0.001141868,0.005634605,0.00330222,0.006477962,0.001000552,0.0000728453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002835599,"about_ca_system_score_gemma":0.002947774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146248,"about_ca_topic_score_gemma":0.004515338,"domain_scores_codex":[0.9809935,0.01567974,0.0006263152,0.0005486422,0.001316468,0.0008352745],"domain_scores_gemma":[0.9625711,0.02925804,0.004422844,0.0009359464,0.001881321,0.0009307677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002693283,0.0001147534,0.03246812,0.001082555,0.00006719524,0.0003373489,0.9170358,0.00007600187,0.0005131414,0.006567345,0.000339688,0.04112874],"study_design_scores_gemma":[0.00002810322,0.0002346025,0.0478364,0.0007689586,0.00005853952,0.0002875594,0.9426414,0.0001445829,0.0002738251,0.002184954,0.005519735,0.00002127347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859941,0.001857382,0.0020557,0.001188431,0.0000457787,0.0002524561,0.00005067984,0.000008628773,0.008546952],"genre_scores_gemma":[0.9981545,0.0004967608,0.0007089857,0.0001262141,0.000009692501,0.000163943,0.00001786303,0.000003657017,0.0003184464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01299515,"threshold_uncertainty_score":0.06872571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193101026120699,"score_gpt":0.4730609933885787,"score_spread":0.3537508907765088,"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."}}