{"id":"W817297359","doi":"","title":"Critical Review of High Quality Ophthalmology Educational Web Resources Targeting Trainees","year":2013,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta; McMaster University","funders":"","keywords":"Ophthalmology; Web resource; Medicine; Quality (philosophy); Optometry; Computer science; World Wide Web; Physics","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004495268,0.0003723172,0.001090181,0.0004561961,0.0005649911,0.00002939414,0.0007029541,0.0003220525,0.007773943],"category_scores_gemma":[0.01858135,0.0003105842,0.0001640663,0.001858355,0.01524818,0.0005497119,0.0003561327,0.0008983225,0.0003681539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883627,"about_ca_system_score_gemma":0.002666674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008988316,"about_ca_topic_score_gemma":4.172642e-7,"domain_scores_codex":[0.9940593,0.001235613,0.001281171,0.001077157,0.001122044,0.001224774],"domain_scores_gemma":[0.9927728,0.002877102,0.0004122787,0.0005212429,0.00232898,0.001087614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002153008,0.001875798,0.3053332,0.01152878,0.00008705688,0.0004469144,0.001062509,0.000001170824,0.6682545,0.009227003,0.001529397,0.0004383927],"study_design_scores_gemma":[0.0007342555,0.003665927,0.9210523,0.003518181,0.0000580535,0.006738618,0.0006576293,0.0001114268,0.03563341,0.02731476,0.00006143509,0.0004539904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690986,0.004059514,6.319685e-7,0.01634887,0.0004091022,0.001018569,0.00002366177,0.00003429031,0.009006823],"genre_scores_gemma":[0.9936492,0.0001326894,0.00336107,0.001544069,0.0002498842,0.0002541761,0.00004194683,0.00002661854,0.0007403028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6326211,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1667049501458215,"score_gpt":0.5162688365024175,"score_spread":0.349563886356596,"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."}}