{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002095391,0.0001122418,0.0002321495,0.0002153121,0.00251573,0.00003465246,0.0001033857,0.00004429325,0.00005739336],"category_scores_gemma":[0.00004033213,0.0001088933,0.00002292274,0.0002604387,0.00001207697,0.001019871,0.0002914913,0.0004140265,7.040003e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098236,"about_ca_system_score_gemma":0.0002099659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002755359,"about_ca_topic_score_gemma":0.0000283575,"domain_scores_codex":[0.9974575,0.0004119981,0.001285644,0.0001742344,0.0003132498,0.0003573774],"domain_scores_gemma":[0.9986596,0.0001986292,0.0006956649,0.000150022,0.0001241726,0.0001719746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006504492,0.0009936863,0.8383665,0.001398654,0.000005296282,7.735169e-8,0.1538628,0.00002514166,0.000001190203,0.000109647,0.0001748184,0.004997148],"study_design_scores_gemma":[0.003335881,0.002148758,0.5671988,0.00005062998,0.000013569,0.000003119077,0.3823411,0.03545818,0.000001751007,0.00001559868,0.009211197,0.000221408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964661,0.0002093716,0.0001150012,0.00008935702,0.0002752297,0.002381698,0.0003121627,0.0000537502,0.00009731266],"genre_scores_gemma":[0.9977292,0.0000385924,0.0005179114,0.0006383799,0.000193806,0.0003145887,0.0005512299,0.000008896474,0.000007398959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2711678,"threshold_uncertainty_score":0.9987829,"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."}}