{"id":"W2801769639","doi":"10.5064/f6aktdbi","title":"Caregiver Impact on Adherence to Discharge Instructions","year":2018,"lang":"en","type":"dataset","venue":"","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Qualitative research; Medicine; Coding (social sciences); Hospital discharge; Population; Nursing; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006089814,0.0006555829,0.0011462,0.002440901,0.001159776,0.001901289,0.002185386,0.001420451,0.0373976],"category_scores_gemma":[0.06756496,0.0004821929,0.003167737,0.003834122,0.0002923713,0.001526469,0.002845677,0.003115715,0.006296862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003106233,"about_ca_system_score_gemma":0.004449349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05847785,"about_ca_topic_score_gemma":0.09135745,"domain_scores_codex":[0.9944772,0.002457897,0.001354729,0.0005492189,0.0007110149,0.0004499211],"domain_scores_gemma":[0.968751,0.01406228,0.007051597,0.002291082,0.006641233,0.001202855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004980367,0.001012241,0.1688366,0.0129264,0.00212032,0.0001338659,0.001181072,0.001143753,0.00007254837,0.001677835,0.7654968,0.04041815],"study_design_scores_gemma":[0.01000372,0.0006791293,0.6448675,0.01546122,0.002624691,0.0003472723,0.002995119,0.00235585,0.0004805632,0.002074607,0.3178461,0.0002643573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02491764,0.001006525,0.0002459345,0.001393242,0.0001299086,0.0006493523,0.965666,0.000114818,0.005876577],"genre_scores_gemma":[0.08398348,0.001324553,0.001772945,0.001073572,0.00008923048,0.008824152,0.8976197,0.0001138523,0.005198403],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05847785,"threshold_uncertainty_score":0.1251074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799085266753618,"score_gpt":0.342091264944773,"score_spread":0.3141004122772368,"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."}}