{"id":"W2014907704","doi":"10.3129/i09-127","title":"An analysis of undergraduate ophthalmology training in Canada","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Dalhousie University; University of Toronto","funders":"","keywords":"Subspecialty; Medicine; Ophthalmology; Curriculum; Family medicine; Optometry; Cross-sectional study; Medical education; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001081932,0.0005320718,0.0007701735,0.006472348,0.004895881,0.003328058,0.002393347,0.001351029,0.006886343],"category_scores_gemma":[0.007290526,0.0006202334,0.0009945177,0.01540587,0.001001746,0.0006549525,0.002236508,0.001518011,0.0007527571],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09090374,"about_ca_system_score_gemma":0.1378214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924831,"about_ca_topic_score_gemma":0.996014,"domain_scores_codex":[0.9941317,0.0003011563,0.0003597163,0.0004730594,0.002040842,0.002693484],"domain_scores_gemma":[0.9769096,0.001149428,0.002533883,0.0001816643,0.008959031,0.0102665],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002222082,0.0001888192,0.9712505,0.0001819171,0.0001084607,0.0002255568,0.004320751,0.000299852,0.0001850053,0.0006023452,0.006390576,0.01602392],"study_design_scores_gemma":[0.000008252624,0.00004297139,0.9894395,0.0001011399,0.00002040223,0.00005145961,0.007016892,0.0002451907,0.00004266542,0.00002313994,0.002991419,0.00001690328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748673,0.002150665,0.000211587,0.0021323,0.00007111239,0.0001990089,0.01067511,0.0000516857,0.009641212],"genre_scores_gemma":[0.9916353,0.00114864,0.0002049872,0.0006173693,0.00002352875,0.0000521594,0.002649875,0.00002325188,0.003644963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9989181,"threshold_uncertainty_score":0.6595559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213365514597963,"score_gpt":0.4421679410007039,"score_spread":0.3208313895409076,"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."}}