{"id":"W2725786606","doi":"10.1093/geroni/igx004.1190","title":"THE DIVERT-CARE CATALYST TRIAL: TARGETED CHRONIC-DISEASE MANAGEMENT FOR HOME CARE CLIENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; Home and Community Care Support Services; University of Waterloo; McMaster University","funders":"","keywords":"Medicine; Psychological intervention; Intervention (counseling); Emergency department; Population; Cluster randomised controlled trial; Randomized controlled trial; Disease management; Emergency medicine; Medical emergency; Family medicine; Disease; Nursing; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007860017,0.00008041363,0.0000981058,0.0001257993,0.002087933,0.0002673269,0.0005155209,0.00005359993,0.000007641904],"category_scores_gemma":[0.0002297366,0.00006993966,0.00004274209,0.0002921348,0.0001870465,0.0001768537,0.00007029666,0.0000746217,0.00001013146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002357357,"about_ca_system_score_gemma":0.00009360497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371147,"about_ca_topic_score_gemma":0.003243222,"domain_scores_codex":[0.9988486,0.00008336228,0.0003203022,0.000233106,0.0002405156,0.000274129],"domain_scores_gemma":[0.9989681,0.00005953669,0.0002439385,0.0004119156,0.0002817694,0.000034741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002188002,0.0001258549,0.2914427,0.0004159674,0.0001115037,0.00002010029,0.1145736,0.00005553874,0.00002946461,0.3915199,0.02594911,0.1735683],"study_design_scores_gemma":[0.02093237,0.00008036931,0.3751596,0.0001715262,0.00004349266,9.905914e-8,0.04864799,0.00002794433,0.00003671358,0.01927656,0.5351779,0.0004454585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378126,0.002996112,0.0006528156,0.01268547,0.00765605,0.002888772,0.00004661683,0.0001086959,0.03515282],"genre_scores_gemma":[0.9981642,0.0001258842,0.00004681321,0.000334417,0.0005078319,0.0001793674,0.00008769325,0.000008682732,0.0005450793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5092288,"threshold_uncertainty_score":0.9992112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05227497694857906,"score_gpt":0.3936841758869088,"score_spread":0.3414091989383297,"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."}}