{"id":"W4292466924","doi":"10.2196/37286","title":"The Role of Information Boxes in Search Engine Results for Symptom Searches: Analysis of Archival Data","year":2022,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Search engine; World Wide Web; Information retrieval; Web page; Computer science; Information seeking behavior; Health information; The Internet; 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":[0.01573618,0.0004005427,0.0006290544,0.01111862,0.0009188662,0.003247274,0.0008676035,0.0005913258,0.001498118],"category_scores_gemma":[0.1076521,0.0004782874,0.0009112127,0.01432594,0.001334796,0.003892263,0.002690614,0.0007753636,0.0005251754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434635,"about_ca_system_score_gemma":0.002365177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497251,"about_ca_topic_score_gemma":0.02108837,"domain_scores_codex":[0.9896603,0.003953639,0.002582838,0.0009035065,0.002286202,0.0006135129],"domain_scores_gemma":[0.7799316,0.1504098,0.04331236,0.01148476,0.01351614,0.001345341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006604008,0.0001511274,0.9318704,0.001386389,0.0002370034,0.0002214274,0.027766,0.0002683327,0.001058166,0.0006102324,0.001896123,0.03387434],"study_design_scores_gemma":[0.00001715359,0.0001317378,0.9701025,0.000558217,0.0001782386,0.0002736684,0.02001471,0.001503583,0.0008975861,0.0003064248,0.005950483,0.00006574785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915665,0.0007570638,0.001344532,0.0001385208,0.00001875684,0.0002404604,0.004120878,0.00005506343,0.001758128],"genre_scores_gemma":[0.9874684,0.0005748111,0.005048083,0.00007279981,0.00002295393,0.0004003266,0.005442576,0.0000752359,0.0008948477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01573618,"threshold_uncertainty_score":0.08322185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160934658182221,"score_gpt":0.5036379353012328,"score_spread":0.3875444694830107,"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."}}