{"id":"W4312104225","doi":"10.1093/geroni/igac059.1538","title":"COMPLEXITY IN PSYCHOSOCIAL INTERVENTIONS: CASE STUDIES FROM A STROKE TRANSITIONS TRIAL","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Psychosocial; Psychological intervention; Inter-rater reliability; Social support; Coding (social sciences); Intervention (counseling); Psychology; Medicine; Nursing; Psychiatry; Rating scale; Social psychology; Developmental psychology","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":[0.02318814,0.0005576441,0.001397179,0.0009041955,0.00226514,0.002135313,0.001307106,0.002118084,0.004335747],"category_scores_gemma":[0.06350657,0.0004202622,0.0021014,0.001850878,0.001119678,0.001942712,0.001822037,0.001953994,0.00034992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003366814,"about_ca_system_score_gemma":0.005444899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00481652,"about_ca_topic_score_gemma":0.01033773,"domain_scores_codex":[0.9676894,0.02650007,0.002506019,0.0006922226,0.001679757,0.0009325753],"domain_scores_gemma":[0.9611798,0.02904962,0.004549718,0.001853876,0.002258686,0.001108362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.08963134,0.08859441,0.1091643,0.04471221,0.01449554,0.0126032,0.04058255,0.008973319,0.003408257,0.02031544,0.03487517,0.5326443],"study_design_scores_gemma":[0.2141503,0.2508702,0.1786246,0.06017848,0.01984843,0.01007917,0.08031191,0.02065269,0.01188761,0.03020539,0.1222019,0.0009893965],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950457,0.01567993,0.004410935,0.00620797,0.000404663,0.01271879,0.001059548,0.00004105828,0.009019928],"genre_scores_gemma":[0.9701933,0.005663902,0.00693629,0.001583921,0.0002945224,0.01419143,0.0005425016,0.00001708817,0.0005769139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02318814,"threshold_uncertainty_score":0.1226321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2952807426006439,"score_gpt":0.5139851080049254,"score_spread":0.2187043654042815,"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."}}