{"id":"W3180664981","doi":"10.2196/30695","title":"The Content and Quality of Publicly Available Information About Congenital Diaphragmatic Hernia: Descriptive Study","year":2021,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Congenital diaphragmatic hernia; The Internet; Inter-rater reliability; Medicine; Descriptive statistics; Diaphragmatic hernia; Quality (philosophy); Hernia; Psychology; Pregnancy; General surgery; World Wide Web; Computer science; Statistics","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":[0.007146947,0.0001373732,0.0006888483,0.006245161,0.0004125861,0.001799114,0.0006006291,0.0004836709,0.001716266],"category_scores_gemma":[0.05215067,0.0002894977,0.000516322,0.008171867,0.0007071003,0.002612803,0.00137032,0.0005071923,0.0002152677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008702459,"about_ca_system_score_gemma":0.001050605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004046109,"about_ca_topic_score_gemma":0.004858582,"domain_scores_codex":[0.9942704,0.00196977,0.001628586,0.0003559573,0.001438283,0.0003369506],"domain_scores_gemma":[0.9202206,0.04924615,0.02262029,0.001502289,0.005464858,0.0009458439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001262107,0.0001480475,0.9745764,0.0009359198,0.00009062098,0.0003083469,0.009625651,0.00005327093,0.0002047544,0.0001217821,0.0004390044,0.01336998],"study_design_scores_gemma":[0.0000109899,0.0001699284,0.9734981,0.0007846734,0.0001019017,0.001038844,0.0220132,0.0003835837,0.0002299502,0.00007066291,0.001672487,0.00002570794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996392,0.0006630846,0.0001221121,0.0001188157,0.000003565957,0.00007632253,0.001441388,0.000006978643,0.001175807],"genre_scores_gemma":[0.9977914,0.0006702064,0.0003169223,0.00005162383,0.000007121985,0.00009598758,0.0009396791,0.000007895876,0.000119208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007146947,"threshold_uncertainty_score":0.03779709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07069987812337504,"score_gpt":0.2997783468074559,"score_spread":0.2290784686840808,"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."}}