{"id":"W4405947369","doi":"10.3390/jdad2010001","title":"Fidelity Assessment Tool for a Dementia Carers’ Group-Psychotherapy Intervention","year":2024,"lang":"en","type":"article","venue":"Journal of dementia and Alzheimer's disease","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Dementia Research Alliance; Ontario Tech University; Sinai Health System; Ontario Shores Centre for Mental Health Sciences","funders":"University of Toronto","keywords":"Psychotherapist; Dementia; Intervention (counseling); Fidelity; Psychology; Group psychotherapy; Medicine; Clinical psychology; Psychiatry; Computer science","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":[0.05150819,0.0004346448,0.0007747805,0.003544425,0.0007192752,0.001051118,0.001122062,0.000675395,0.002164092],"category_scores_gemma":[0.1213584,0.0004118283,0.002240961,0.001358265,0.0004666783,0.001292235,0.002430473,0.001239198,0.0003939068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622605,"about_ca_system_score_gemma":0.00242522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001378109,"about_ca_topic_score_gemma":0.002385857,"domain_scores_codex":[0.9582574,0.02580743,0.006080862,0.001137057,0.00797264,0.000744597],"domain_scores_gemma":[0.9087707,0.05246367,0.01614481,0.00589083,0.0154056,0.001324377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001298783,0.001724597,0.2594846,0.001469283,0.0007337553,0.0001481107,0.005565795,0.002589636,0.002716151,0.00144996,0.008020727,0.7147986],"study_design_scores_gemma":[0.0008926112,0.007544315,0.9187721,0.002216704,0.0005776387,0.001396299,0.003630654,0.02134583,0.00768835,0.002176072,0.03340855,0.000350875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7461089,0.001150493,0.2101844,0.001663205,0.0004526596,0.0229772,0.002902574,0.001383173,0.01317739],"genre_scores_gemma":[0.7063885,0.0004457966,0.2683408,0.000255137,0.00006896486,0.02109314,0.001918781,0.00007814525,0.001410842],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05150819,"threshold_uncertainty_score":0.2724046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112004688965312,"score_gpt":0.4518051599616819,"score_spread":0.3406046910651506,"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."}}