{"id":"W2897825632","doi":"10.2196/11054","title":"Understanding Care Navigation by Older Adults With Multimorbidity: Mixed-Methods Study Using Social Network and Framework Analyses","year":2018,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multimorbidity; Older people; Quality of life (healthcare); Gerontology; Social care; Health care; Healthcare system; Psychology; Medicine; Nursing; Comorbidity; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01524938,0.0005859838,0.0008250704,0.003259996,0.002565084,0.002013015,0.001015107,0.000915834,0.001569305],"category_scores_gemma":[0.01643336,0.0007799634,0.001557615,0.002217228,0.0006934154,0.002897633,0.002790559,0.0008956625,0.0001710565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002000832,"about_ca_system_score_gemma":0.002119475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01783928,"about_ca_topic_score_gemma":0.04758083,"domain_scores_codex":[0.9926582,0.005234349,0.0006256363,0.0005251461,0.0005332822,0.0004233925],"domain_scores_gemma":[0.9922615,0.004298227,0.001469029,0.0005452209,0.001031876,0.0003941772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004416351,0.002466007,0.7227451,0.0009759457,0.0007709393,0.0004650764,0.216671,0.0002609042,0.0006616663,0.001081787,0.0008444303,0.05261536],"study_design_scores_gemma":[0.0002551515,0.003350577,0.5921568,0.0009164468,0.0005780619,0.0006342831,0.389669,0.004715399,0.000533452,0.00208056,0.004965903,0.0001445141],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964383,0.0005417421,0.001482092,0.0001085937,0.000007724055,0.0007468666,0.0002264043,0.000005441096,0.0004429369],"genre_scores_gemma":[0.9890966,0.0006545522,0.00692907,0.0001905813,0.00001596133,0.00242391,0.0003371593,0.000007389379,0.0003448902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01783928,"threshold_uncertainty_score":0.08064741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159707730729698,"score_gpt":0.4601494575899377,"score_spread":0.3441786845169679,"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."}}