{"id":"W2168980710","doi":"10.1016/j.ijmedinf.2014.01.005","title":"Online self-management interventions for chronically ill patients: Cognitive impairment and technology issues","year":2014,"lang":"en","type":"article","venue":"International Journal of Medical Informatics","topic":"Diabetes Management and Education","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychological intervention; Self-management; Cognitive impairment; Cognition; Medicine; Psychology; Computer science; Nursing; Psychiatry; Artificial intelligence","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":[0.00183709,0.0001766291,0.0003853991,0.0007614209,0.0006352146,0.001491609,0.000350674,0.0005158124,0.005805702],"category_scores_gemma":[0.0108452,0.00008284862,0.0004688038,0.0007386288,0.0002281292,0.00125258,0.0008009635,0.0005912841,0.0002773783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004859931,"about_ca_system_score_gemma":0.0009080565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143396,"about_ca_topic_score_gemma":0.003352019,"domain_scores_codex":[0.9991379,0.000368818,0.0001207908,0.00004368341,0.0002245919,0.0001042108],"domain_scores_gemma":[0.9925179,0.004230692,0.00164864,0.0001603532,0.000460098,0.0009821842],"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":[0.0009019141,0.007624677,0.3504575,0.001264955,0.0003000968,0.0004088281,0.003033445,0.000150639,0.000584279,0.0006387605,0.005403824,0.629231],"study_design_scores_gemma":[0.0006943248,0.005605363,0.9574003,0.002654456,0.0007452269,0.001524177,0.01030766,0.001739017,0.00103585,0.00299446,0.01523689,0.00006226916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743593,0.005483358,0.0003829328,0.005560948,0.0001235272,0.00008351288,0.0001460104,0.00002800321,0.01383253],"genre_scores_gemma":[0.9938635,0.002415804,0.00106971,0.001399283,0.0001727801,0.00007469,0.00009047381,0.000004341476,0.0009095669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005805702,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338812929282744,"score_gpt":0.3493321089289996,"score_spread":0.3359439796361722,"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."}}