{"id":"W4295249206","doi":"10.2196/38759","title":"American Anesthesiology Residency Programs: Website Usability Analysis","year":2022,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Anesthesiology; Web usability; Medical education; World Wide Web; Quality (philosophy); Computer science; Medicine","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02116499,0.0001358967,0.0005848414,0.001119289,0.0003320899,0.0001676065,0.00435121,0.00006716794,0.00173902],"category_scores_gemma":[0.007291231,0.0001072333,0.0003948661,0.003906779,0.00079323,0.0005412168,0.00148327,0.003313787,0.00003594945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007755735,"about_ca_system_score_gemma":0.001977998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005471057,"about_ca_topic_score_gemma":0.0001467654,"domain_scores_codex":[0.9865957,0.00641473,0.0008461769,0.0004635025,0.005091455,0.0005883577],"domain_scores_gemma":[0.9918913,0.005050935,0.0004472946,0.0007297737,0.001324437,0.0005562483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00202296,0.004324773,0.2499083,0.00004201614,0.001999512,0.003120317,0.01281051,0.000450647,0.0006272687,0.004421605,0.008214251,0.7120579],"study_design_scores_gemma":[0.003199615,0.04187647,0.551695,0.0003156147,0.000401064,0.003863179,0.02091731,0.1033382,0.003431626,0.0787913,0.1909073,0.001263353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294405,0.0001963489,0.04270809,0.02671638,0.0003176076,0.000189494,0.000002058396,0.00002451143,0.000404984],"genre_scores_gemma":[0.9966592,0.00003507541,0.002615319,0.0003324036,0.0001117434,0.00003033668,9.444371e-7,0.000007248674,0.0002077852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7107945,"threshold_uncertainty_score":0.9991735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09172817476885116,"score_gpt":0.4438459018098333,"score_spread":0.3521177270409822,"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."}}