{"id":"W2929852708","doi":"10.1016/j.pec.2019.04.007","title":"Gender differences in information needs and preferences regarding depression among individuals with multiple sclerosis, inflammatory bowel disease and rheumatoid arthritis","year":2019,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; University of Calgary; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Helpfulness; Medicine; Rheumatoid arthritis; Depression (economics); Inflammatory bowel disease; Information needs; Multiple sclerosis; Disease; Multivariate analysis; Physical therapy; Internal medicine; Immunology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000674094,0.0001464916,0.0001808529,0.0002671727,0.0004750409,0.0001121946,0.00005323343,0.00009874529,0.0000494528],"category_scores_gemma":[0.0001735323,0.0001135259,0.0000099753,0.0001450957,0.00005684063,0.002667145,0.0000493823,0.0002791837,0.000009564366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004161362,"about_ca_system_score_gemma":0.000337668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001693926,"about_ca_topic_score_gemma":0.00006686385,"domain_scores_codex":[0.9982852,0.0002160024,0.0008403257,0.0001631562,0.000249802,0.0002454536],"domain_scores_gemma":[0.9987067,0.000258007,0.000470142,0.0001494757,0.0001896066,0.0002260865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005580591,0.0000271034,0.8973115,0.0005008623,0.000003893022,1.5841e-8,0.05998496,0.000007397999,0.000002035167,0.00007797767,0.00005051694,0.0419779],"study_design_scores_gemma":[0.0006976009,0.00002788318,0.947902,0.002080846,0.000003395957,5.422477e-7,0.04415018,0.003715804,0.000004337348,0.000164973,0.001104252,0.0001481867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962313,0.001751265,0.0001556165,0.00006096843,0.0002580946,0.00106878,0.00001689345,0.00003857269,0.0004184872],"genre_scores_gemma":[0.9946686,0.004010912,0.0002520266,0.0007089656,0.0000194143,0.000249417,0.00007327498,0.000006256844,0.00001112502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05059047,"threshold_uncertainty_score":0.4629452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628925752668321,"score_gpt":0.2962315447129175,"score_spread":0.2699422871862343,"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."}}