{"id":"W4310569670","doi":"10.2196/42126","title":"Web-Based Health Information–Seeking Methods and Time Since Provider Engagement: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Health care; Health Information National Trends Survey; Logistic regression; Bivariate analysis; Cross-sectional study; Health equity; Medicine; Family medicine; Information seeking; Psychology; Public health; Nursing; Health information; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00331464,0.0003209558,0.0004864814,0.001133371,0.001019767,0.001358956,0.0008320013,0.001030454,0.002924897],"category_scores_gemma":[0.006861265,0.0008530904,0.0007634662,0.002134694,0.0004244095,0.00160121,0.001012382,0.001793694,0.000909607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006478096,"about_ca_system_score_gemma":0.0006893339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01187567,"about_ca_topic_score_gemma":0.01540473,"domain_scores_codex":[0.9978193,0.0006936119,0.0003123225,0.0003987852,0.00048617,0.0002898525],"domain_scores_gemma":[0.9919844,0.001743066,0.00389124,0.0004780121,0.00108484,0.0008184003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005104097,0.0002899278,0.9979882,0.0000372168,0.00007069435,0.00002521952,0.0004050182,0.00001449246,0.00004619606,0.00001831871,0.0002020803,0.0008515189],"study_design_scores_gemma":[0.00001207046,0.0002549694,0.9977188,0.00005005537,0.00005958286,0.0001411728,0.001043852,0.000195019,0.00003333491,0.00002051764,0.000461778,0.000008811114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996884,0.000412616,0.0002658945,0.00009130723,0.00001235251,0.0001190906,0.001396899,0.000005439731,0.0008123482],"genre_scores_gemma":[0.9974893,0.0002717252,0.000511231,0.0002562288,0.00002399816,0.0001838874,0.000860922,0.000007593358,0.0003951336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01187567,"threshold_uncertainty_score":0.0236131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1883665151549989,"score_gpt":0.6097016535792348,"score_spread":0.4213351384242359,"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."}}