{"id":"W4407558175","doi":"10.1111/1440-1630.70000","title":"Influence of personalised citizen assistance for social participation (APIC) on health, social participation, and life satisfaction: Perspectives from older adults and attendants","year":2025,"lang":"en","type":"article","venue":"Australian Occupational Therapy Journal","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Intervention (counseling); Gerontology; Mental health; Social engagement; Psychology; Life satisfaction; Population; Medicine; Nursing; Environmental health; 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":[0.002322662,0.0002532725,0.0003128985,0.0004638057,0.001126474,0.0008457638,0.0002226733,0.0004927379,0.002545628],"category_scores_gemma":[0.003827657,0.0001232948,0.0004761225,0.0002960954,0.0006992325,0.0004058766,0.001770032,0.0006155387,0.0001347455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005281405,"about_ca_system_score_gemma":0.0007965135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003705816,"about_ca_topic_score_gemma":0.006710331,"domain_scores_codex":[0.9983725,0.001030301,0.00007688939,0.00009711279,0.0001929437,0.0002302856],"domain_scores_gemma":[0.9976119,0.001035708,0.0003860624,0.00007556612,0.0002768325,0.0006139947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008438205,0.002999009,0.46845,0.001551865,0.0002641441,0.001385017,0.3185816,0.0001833835,0.00526756,0.0004022189,0.003547441,0.1965238],"study_design_scores_gemma":[0.00009865841,0.002997537,0.8338925,0.0003152574,0.0001212646,0.0006662536,0.1514079,0.0001694836,0.0006857459,0.0001348061,0.009468975,0.00004155051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970915,0.0003469704,0.00006337004,0.0003201104,0.00001326144,0.00004086587,0.00005249764,0.000004789677,0.002066504],"genre_scores_gemma":[0.9991522,0.0002151167,0.0001242296,0.0001133328,0.00001338589,0.00005089749,0.00002844912,0.000001417287,0.0003009803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003705816,"threshold_uncertainty_score":0.01228356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1599551777828767,"score_gpt":0.5173640076418708,"score_spread":0.3574088298589941,"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."}}