{"id":"W4388222062","doi":"10.2196/47714","title":"Description of the Content and Quality of Publicly Available Information on the Internet About Inhaled Volatile Anesthesia and Total Intravenous Anesthesia: Descriptive Study","year":2023,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Readability; The Internet; Medicine; Coding (social sciences); Anesthesia; Quality (philosophy); Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.004461988,0.000183438,0.0004835147,0.0001502722,0.000511079,0.00002880601,0.0001707785,0.0001068106,0.0004267027],"category_scores_gemma":[0.001166317,0.00008833275,0.00003148782,0.0004998533,0.0004603296,0.001065814,0.00008955781,0.0004983991,0.00003429677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111019,"about_ca_system_score_gemma":0.0002199523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332821,"about_ca_topic_score_gemma":0.0003036263,"domain_scores_codex":[0.9958817,0.001548582,0.001695458,0.0001853107,0.0004351418,0.0002538021],"domain_scores_gemma":[0.9973124,0.0005972252,0.0008466345,0.0003747295,0.0007745749,0.0000944549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005550365,0.000164159,0.5842474,0.0006633025,0.00003730504,0.000001514294,0.4040734,0.000002388046,0.0005987592,0.004873666,0.003038564,0.00174453],"study_design_scores_gemma":[0.001476038,0.0008291317,0.870778,0.0003939798,0.00001106386,0.000008711737,0.1226957,0.001564167,0.00008524823,0.00002106212,0.002058327,0.00007863704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910841,0.00005379127,0.00005713499,0.003964369,0.0001038841,0.003488762,0.00001292562,0.00003696317,0.001198061],"genre_scores_gemma":[0.9961243,0.00002585429,0.00001863613,0.001939132,0.00004707411,0.0004182933,0.0000270487,0.000007488955,0.001392232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2865306,"threshold_uncertainty_score":0.4672095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677801567393102,"score_gpt":0.3981227274664826,"score_spread":0.2303425707271724,"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."}}