{"id":"W4385270118","doi":"10.1055/s-0043-1771044","title":"Ophthalmic Education: The Top 100 Cited Articles in Ophthalmology Journals","year":2023,"lang":"en","type":"article","venue":"Journal of Academic Ophthalmology","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medicine; Ophthalmology; Medical education; Optometry; Psychology; Pedagogy","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00418709,0.001638179,0.004852347,0.09971651,0.001230767,0.00619057,0.001585595,0.001770999,0.01815811],"category_scores_gemma":[0.02875729,0.0008291557,0.003720215,0.1027437,0.0006554037,0.004103184,0.001967206,0.0008755624,0.005239473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002551609,"about_ca_system_score_gemma":0.005044768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005145471,"about_ca_topic_score_gemma":0.01176527,"domain_scores_codex":[0.992294,0.0007475537,0.003593786,0.0007082443,0.002126757,0.0005296583],"domain_scores_gemma":[0.9689784,0.01599156,0.006865167,0.0003187266,0.006768333,0.001077779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001567407,0.0001452238,0.04607532,0.53991,0.005699639,0.002913214,0.002143776,0.0003908928,0.003687952,0.001528611,0.07444258,0.3214954],"study_design_scores_gemma":[0.0007671101,0.0005896079,0.1859611,0.3440417,0.02257779,0.01042471,0.006311875,0.0009196963,0.002787048,0.00379033,0.421539,0.0002898749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04408415,0.8610103,0.001145344,0.00318952,0.002073569,0.001306831,0.07167495,0.000321011,0.01519438],"genre_scores_gemma":[0.1303624,0.815966,0.008786207,0.001968035,0.002876368,0.001668503,0.0314624,0.0002550403,0.006655052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9002835,"threshold_uncertainty_score":0.06074494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2389199500331025,"score_gpt":0.5522937236520995,"score_spread":0.313373773618997,"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."}}