{"id":"W2999191814","doi":"10.2196/16279","title":"Undergraduate Medical Students’ Search for Health Information Online: Explanatory Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Health literacy; Computer science; Online search; Digital health; Web page; Medicine; Perception; Search engine; Psychology; Information retrieval; World Wide Web; Health care","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":[0.002058729,0.0003239858,0.0006044535,0.0013005,0.001174402,0.001454088,0.0004543783,0.001216265,0.004353297],"category_scores_gemma":[0.004471967,0.00105452,0.0006677156,0.001474017,0.0006350599,0.001738134,0.001147579,0.001576171,0.001336454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006457117,"about_ca_system_score_gemma":0.0008136301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331534,"about_ca_topic_score_gemma":0.00478413,"domain_scores_codex":[0.9988771,0.0002917113,0.0001466008,0.0001870602,0.0002595418,0.0002379376],"domain_scores_gemma":[0.9965504,0.0008606832,0.001152895,0.0002024844,0.0004538491,0.0007796505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000126251,0.001252709,0.9944596,0.00003914959,0.00002941271,0.00006982205,0.002009047,0.00001013435,0.0001313631,0.00001941027,0.0001256865,0.001727466],"study_design_scores_gemma":[0.00003790884,0.001973522,0.988235,0.00004164075,0.0000529354,0.000290403,0.008592625,0.0001373886,0.00009672905,0.0000302263,0.0004979567,0.00001368596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994329,0.00008426065,0.00003627567,0.00003569454,0.000003036097,0.00005521876,0.0001031882,0.000001629777,0.0002478725],"genre_scores_gemma":[0.9989795,0.0001638667,0.0001282957,0.0001549497,0.000008871012,0.00008509438,0.0001602351,0.000002279451,0.0003168618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004353297,"threshold_uncertainty_score":0.0145632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120258440913735,"score_gpt":0.5475483584807519,"score_spread":0.4355225143893784,"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."}}