{"id":"W4413450047","doi":"10.1080/09638288.2025.2549793","title":"An environmental scan of peer support programs in Ontario, Canada for adults with special health care needs and their caregivers","year":2025,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Parkwood Institute; Western University","funders":"","keywords":"Peer review; Nursing; Psychology; Health care; Gerontology; Peer support; Medicine; Political 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":[0.004322381,0.0003589764,0.0007662114,0.008923967,0.003581368,0.0015377,0.001569914,0.0005001802,0.003881739],"category_scores_gemma":[0.02077786,0.0004621501,0.000814393,0.01756925,0.001104583,0.001050167,0.002047254,0.000543159,0.0001860754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04436273,"about_ca_system_score_gemma":0.175926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9687545,"about_ca_topic_score_gemma":0.9900121,"domain_scores_codex":[0.9952714,0.0007410027,0.0007853135,0.0003513239,0.002133741,0.0007172092],"domain_scores_gemma":[0.9682096,0.007171221,0.006206754,0.0006338996,0.01538127,0.002397124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001166102,0.0002984398,0.4936288,0.09372471,0.001025564,0.001265598,0.03855406,0.0006373295,0.001469912,0.002164428,0.04247291,0.3235922],"study_design_scores_gemma":[0.0001615094,0.0003330259,0.8385329,0.03181939,0.0010551,0.0003467567,0.0265682,0.0002727833,0.000595767,0.0002388113,0.09997126,0.0001043678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.682135,0.1180749,0.001607987,0.008812086,0.0002198916,0.005307216,0.1393055,0.0003080318,0.04422933],"genre_scores_gemma":[0.9148783,0.05209814,0.004673957,0.002342985,0.00005160216,0.003423616,0.01820789,0.00006847443,0.004255029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04436273,"threshold_uncertainty_score":0.3218756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250215863105249,"score_gpt":0.3176569466553649,"score_spread":0.2851547880243124,"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."}}