{"id":"W4229366284","doi":"10.2196/29618","title":"Online Health Information Seeking for Self and Child: An Experimental Study of Parental Symptom Search","year":2022,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Online search; Seekers; Information seeking; Information seeking behavior; Observational study; eHealth; The Internet; Clinical psychology; Medicine; World Wide Web; Health care; Computer science; Information retrieval","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":[0.004595436,0.0007877459,0.001082674,0.0005828959,0.001299973,0.001256193,0.000901445,0.001066395,0.005545184],"category_scores_gemma":[0.009666075,0.0009206206,0.0007409514,0.000485009,0.001724712,0.000987567,0.00107056,0.00191041,0.0003915068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008578562,"about_ca_system_score_gemma":0.001200803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222769,"about_ca_topic_score_gemma":0.002441773,"domain_scores_codex":[0.9972895,0.001334309,0.0002612969,0.0004364938,0.0003415511,0.0003368207],"domain_scores_gemma":[0.9903189,0.00646256,0.001192519,0.001038065,0.000268703,0.0007193085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06762988,0.8054059,0.04729951,0.0007516315,0.0002764874,0.000588987,0.02640478,0.0006333853,0.0190161,0.0009819928,0.0005638433,0.03044747],"study_design_scores_gemma":[0.03356086,0.7961325,0.1401181,0.0001688797,0.0005255305,0.0002710035,0.01494907,0.003058905,0.006942368,0.001203242,0.002927643,0.0001419812],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991277,0.00002157386,0.0000861632,0.00001881551,0.000008634856,0.0004580547,0.00003534259,0.000003314231,0.0002405176],"genre_scores_gemma":[0.9904255,0.0002005471,0.001979804,0.0001270194,0.00004445825,0.005934252,0.0001707461,0.000006796549,0.001110799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005545184,"threshold_uncertainty_score":0.02430332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05541306835550317,"score_gpt":0.4535280023024067,"score_spread":0.3981149339469035,"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."}}