{"id":"W7092287324","doi":"10.6084/m9.figshare.28100413.v2","title":"Evaluation and Comparison of the Comprehensiveness of Canadian and American Ophthalmology Residency Program Websites","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Transparency (behavior); Pairwise comparison; Service (business); MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01373695,0.0001877174,0.0003770099,0.01100992,0.001399255,0.002179993,0.0006984733,0.0003157763,0.001737242],"category_scores_gemma":[0.06678354,0.0002075288,0.0005523775,0.009821982,0.001024086,0.001487287,0.001759478,0.0004505101,0.0001505028],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006935333,"about_ca_system_score_gemma":0.01311399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1949684,"about_ca_topic_score_gemma":0.3757304,"domain_scores_codex":[0.9910712,0.001435185,0.0009261624,0.0003921306,0.005333032,0.0008422987],"domain_scores_gemma":[0.9053492,0.02286008,0.01564077,0.002178612,0.04579394,0.008177369],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003819402,0.0001934851,0.917638,0.0004948663,0.0001477878,0.0001296746,0.005275222,0.0003174096,0.0007056016,0.0004225713,0.003699746,0.0705937],"study_design_scores_gemma":[0.000007669482,0.0001063619,0.9930698,0.00007530447,0.00004207898,0.0000837432,0.002709942,0.0003805827,0.0003600976,0.00003781501,0.00310735,0.00001926409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854387,0.0005368551,0.0005117824,0.0003706548,0.00002702912,0.0003119645,0.002550501,0.00009819122,0.0101543],"genre_scores_gemma":[0.9945794,0.0003367671,0.001936439,0.0001017664,0.00002216135,0.0001367146,0.001957469,0.00002795096,0.000901333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9930646,"threshold_uncertainty_score":0.3876672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2872065736657759,"score_gpt":0.5535928437395253,"score_spread":0.2663862700737494,"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."}}