{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015681,0.0001341752,0.0002237332,0.0007174624,0.0003579751,0.000582547,0.0001187786,0.0003182139,0.003717952],"category_scores_gemma":[0.00614702,0.0001127106,0.0002894955,0.0003546737,0.0002296818,0.0005586256,0.0004431426,0.0002977038,0.0002041844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002377151,"about_ca_system_score_gemma":0.0002292023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469944,"about_ca_topic_score_gemma":0.005717959,"domain_scores_codex":[0.9994928,0.0001890993,0.0000565888,0.00003928159,0.0001198625,0.0001023382],"domain_scores_gemma":[0.9974868,0.001234463,0.0007895711,0.00003771891,0.0001656818,0.0002857298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003358808,0.0002033624,0.9711685,0.0001055896,0.00005825096,0.0002408892,0.01034129,0.00003402054,0.0006533595,0.00007374025,0.0003944542,0.01639065],"study_design_scores_gemma":[0.00002416784,0.0003612024,0.9797754,0.00009049919,0.00003710209,0.0005783012,0.01802825,0.0001905282,0.0001269295,0.0001064857,0.0006709201,0.00001025496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988678,0.0002106981,0.00002457324,0.0001372258,0.000004201633,0.000006661686,0.00005742023,7.750552e-7,0.0006906984],"genre_scores_gemma":[0.9995079,0.0001155219,0.00004966293,0.00007365755,0.000003894355,0.000006303302,0.0000355492,4.765259e-7,0.0002069304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003717952,"threshold_uncertainty_score":0.01243782,"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."}}