{"id":"W2956119390","doi":"10.1177/0951484819845840","title":"The future state of patient engagement? Personal health information use, attitudes towards health, and health behavior","year":2019,"lang":"en","type":"article","venue":"Health Services Management Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Health Information National Trends Survey; Psychosocial; Health care; Agency (philosophy); Medicine; Psychology; Health promotion; Health information; Environmental health; Nursing; Gerontology; Family medicine; Public health; Psychiatry","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":[0.007823462,0.0001280072,0.0003553214,0.0006675664,0.0008364544,0.005655672,0.0005485111,0.001304138,0.008305788],"category_scores_gemma":[0.03208406,0.0001797178,0.0004847225,0.0008725043,0.001364622,0.004551747,0.001968703,0.002049831,0.0005101191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034714,"about_ca_system_score_gemma":0.00246944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001969691,"about_ca_topic_score_gemma":0.003283977,"domain_scores_codex":[0.9925725,0.004976239,0.0003110152,0.0004721351,0.000628212,0.001039778],"domain_scores_gemma":[0.9789869,0.01163176,0.004124407,0.0007572641,0.001311864,0.003187751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000230415,0.001127843,0.8067197,0.0002697626,0.0002310033,0.0001962003,0.01287514,0.0002388055,0.0002484873,0.007794482,0.004116358,0.1659517],"study_design_scores_gemma":[0.00008253598,0.0009255382,0.9065257,0.001003451,0.0002229654,0.0007565067,0.04673361,0.002228111,0.0006321926,0.01775398,0.02303866,0.00009683378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8875616,0.004201541,0.001692175,0.08488701,0.00013707,0.00003998794,0.00039096,0.00003174503,0.02105805],"genre_scores_gemma":[0.9978523,0.0005970179,0.0001697342,0.0009839961,0.00005303026,0.00001454968,0.00006178104,0.000002088732,0.0002654617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008305788,"threshold_uncertainty_score":0.04137492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09783481158481218,"score_gpt":0.5027561984347615,"score_spread":0.4049213868499493,"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."}}