{"id":"W2024722741","doi":"10.2196/jmir.2466","title":"Preferred Sources of Health Information in Persons With Multiple Sclerosis: Degree of Trust and Information Sought","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Health Information National Trends Survey; Information source (mathematics); Information seeking; Interpersonal communication; Information seeking behavior; Health information; Medicine; Family medicine; Mass media; Information needs; Psychology; Odds; Logistic regression; Health care; Social psychology; World Wide Web","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":[0.005566407,0.0001104066,0.0005719253,0.001064789,0.00004087763,0.00004924671,0.0003042392,0.0001298554,0.0002263009],"category_scores_gemma":[0.006142969,0.0000684539,0.00006552954,0.0004568028,0.0006115838,0.00135372,0.0002140864,0.001045885,0.000008730494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517821,"about_ca_system_score_gemma":0.000649442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002959689,"about_ca_topic_score_gemma":0.0002067967,"domain_scores_codex":[0.9945155,0.0003448217,0.001267524,0.00008048576,0.003408181,0.0003834866],"domain_scores_gemma":[0.9968994,0.0006205126,0.0005313807,0.0001599787,0.001389488,0.0003992261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002664717,0.0007447468,0.4655967,0.003486844,0.0004727645,0.00001028378,0.04439022,0.00002650025,0.0008926218,0.0001329324,0.0211547,0.4604269],"study_design_scores_gemma":[0.007190702,0.003237427,0.9478866,0.00528206,0.000011864,0.00009047581,0.02031349,0.01177754,0.001636015,0.00001443886,0.002477681,0.00008169156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888421,0.000662443,0.0003752599,0.009102709,0.00002895101,0.0005869707,0.000006987043,0.00000436966,0.000390196],"genre_scores_gemma":[0.9971119,0.002000949,0.000664552,0.000104428,0.0000450517,0.00002401998,0.000005639673,0.000006212486,0.00003724627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4822899,"threshold_uncertainty_score":0.7354151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153342909604663,"score_gpt":0.3840569668938605,"score_spread":0.2307140572891975,"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."}}