{"id":"W4214918293","doi":"10.2196/32406","title":"Proxy Information Seeking by Users of a Parenting Information Website: Quantitative Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Proxy (statistics); Seekers; Observational study; Information seeking; Psychology; Information seeking behavior; The Internet; Web page; Health information; Medicine; World Wide Web; Health care; Computer science; Information retrieval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005968926,0.0002866419,0.0005850047,0.001394734,0.001407885,0.001007379,0.0005954264,0.0007248545,0.001310004],"category_scores_gemma":[0.01357906,0.0005786833,0.0005371166,0.001543338,0.0008604336,0.0008775916,0.001053615,0.0008919936,0.0002873769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203281,"about_ca_system_score_gemma":0.0016095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01791853,"about_ca_topic_score_gemma":0.02955869,"domain_scores_codex":[0.9962514,0.002004512,0.0004052481,0.0003463239,0.0006870469,0.0003055086],"domain_scores_gemma":[0.988237,0.004113436,0.004086025,0.000646852,0.001870852,0.001045794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001903031,0.001170529,0.9733705,0.0001745286,0.00005755786,0.0002645662,0.01904122,0.00003452008,0.0005039501,0.0000548912,0.0003101488,0.004827297],"study_design_scores_gemma":[0.00005658193,0.00242048,0.9593205,0.0001487095,0.00005779114,0.0003602119,0.03556941,0.0003694608,0.0003124958,0.00005836422,0.001290281,0.0000356402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989857,0.00006403392,0.0001975904,0.00002329762,0.000002362866,0.0002304666,0.0002578914,0.000002156136,0.0002364261],"genre_scores_gemma":[0.9970647,0.0001854677,0.001116429,0.00009376483,0.000009748656,0.0007709991,0.0004629836,0.000003114773,0.0002928409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01791853,"threshold_uncertainty_score":0.03562844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011492983669909,"score_gpt":0.4368079944000922,"score_spread":0.3356586960331013,"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."}}