{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01447792,0.00008772979,0.0004312262,0.0005472182,0.000504431,0.000004501864,0.0008882647,0.00009209094,0.00004957379],"category_scores_gemma":[0.002930891,0.00006443905,0.00007554363,0.0009830954,0.0001212443,0.0006442684,0.001027378,0.0007760546,0.000004631025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252195,"about_ca_system_score_gemma":0.0006220567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007947324,"about_ca_topic_score_gemma":0.0001496317,"domain_scores_codex":[0.9945931,0.001682221,0.002853998,0.0001608551,0.00025508,0.0004547836],"domain_scores_gemma":[0.9911404,0.006654293,0.0009162556,0.0009480198,0.0002729788,0.0000680569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003503029,0.0001237898,0.8301088,0.0007755106,0.000204847,7.040346e-8,0.05721047,0.02080986,0.00003243518,0.03001374,0.002863447,0.05435395],"study_design_scores_gemma":[0.0008455272,0.0001260026,0.4139363,0.00001714421,0.00002140125,1.587042e-7,0.008389153,0.4894928,0.00001009839,0.001566909,0.08553328,0.00006121712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861547,0.00006160642,0.002428512,0.001423594,0.0001386595,0.001909125,0.003736559,0.00002586912,0.004121401],"genre_scores_gemma":[0.994366,0.00004235371,0.001414488,0.0006946475,0.00002524974,0.0006478956,0.002770542,0.000003637333,0.00003511634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4686829,"threshold_uncertainty_score":0.5017788,"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."}}