{"id":"W2111650900","doi":"10.3109/01612841003793049","title":"Peer Support among Inpatients in an Adult Mental Health Setting","year":2010,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"McGill University","keywords":"Peer support; Mental health; Social support; Context (archaeology); Qualitative research; Psychology; Perception; Peer group; Peer review; Nursing; Medicine; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002256351,0.0003029734,0.0005656246,0.0005560798,0.004563904,0.002037238,0.0006877247,0.0007105065,0.001576099],"category_scores_gemma":[0.01078056,0.0002946786,0.0002655266,0.0003770859,0.002238707,0.00131834,0.003968061,0.001360206,0.0001521878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001946756,"about_ca_system_score_gemma":0.002318852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004768537,"about_ca_topic_score_gemma":0.01126319,"domain_scores_codex":[0.9963408,0.002271015,0.0001944281,0.0001194986,0.0004045391,0.0006697294],"domain_scores_gemma":[0.9946232,0.001588233,0.001369104,0.0001733666,0.0004389334,0.001807143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000200213,0.0006173943,0.1661103,0.0002665816,0.00004071978,0.003844341,0.7921225,0.00007306551,0.001600373,0.0006600462,0.00254518,0.03191936],"study_design_scores_gemma":[0.00001699548,0.0007070414,0.07932905,0.0001534289,0.00002669479,0.002104549,0.9129501,0.0001511061,0.0002472235,0.0002233207,0.004063343,0.00002715815],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987416,0.0001965027,0.00005447968,0.0003281891,0.00001300471,0.00001240452,0.000006722831,0.000003693294,0.0006435221],"genre_scores_gemma":[0.9991766,0.0002757368,0.0001112758,0.0001581396,0.0000186739,0.00001282065,0.00001157412,0.000001933519,0.0002333093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004768537,"threshold_uncertainty_score":0.01412481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08400902686501854,"score_gpt":0.4901682709450911,"score_spread":0.4061592440800726,"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."}}