{"id":"W2009866668","doi":"10.1053/jpsu.2000.8723","title":"Pediatric surgery on the internet: Is the truth out there?","year":2000,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; The Internet; Etiology; Medical diagnosis; Medical information; General surgery; Pediatric surgery; Population; Diaphragmatic hernia; Family medicine; Information quality; Pediatrics; Surgery; Hernia; Internal medicine; Pathology; Information system; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01476527,0.0002532839,0.0006081021,0.0004445413,0.0007613908,0.00006658251,0.0005322024,0.0002321516,0.01743564],"category_scores_gemma":[0.00426436,0.0001189433,0.0006121981,0.0008250738,0.00005170658,0.000789239,0.00005286764,0.001868763,0.002039558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628518,"about_ca_system_score_gemma":0.00143275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004012747,"about_ca_topic_score_gemma":0.000003203453,"domain_scores_codex":[0.9926144,0.00202926,0.003636117,0.0001880526,0.0008545725,0.0006775274],"domain_scores_gemma":[0.9585131,0.03756158,0.002620851,0.0005708379,0.0004678027,0.0002658759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001429652,0.00006665076,0.3923045,0.0001157603,0.00001627318,0.000006154239,0.002826988,0.000002509863,3.858773e-8,0.00004313556,0.5943948,0.01008028],"study_design_scores_gemma":[0.000496309,0.00007706608,0.4407108,0.0001493515,0.0001746386,0.00001413472,0.001971984,0.0001689311,0.00000783828,0.000812694,0.555028,0.000388203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768549,0.001321196,0.0000476511,0.00775094,0.00652499,0.0003231804,0.00002401428,0.00003465634,0.007118514],"genre_scores_gemma":[0.9551838,0.006387563,0.00002140097,0.01722298,0.01887068,0.00002889953,0.00000419852,0.00003041609,0.002250067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04840636,"threshold_uncertainty_score":0.9987375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08869919750264596,"score_gpt":0.3900017005106768,"score_spread":0.3013025030080309,"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."}}