{"id":"W761341287","doi":"","title":"Comparison of Emergency Physician Ophthalmic Examination Findings to Ophthalmologists - Addressing Needs in Teaching","year":2012,"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 British Columbia","funders":"","keywords":"Emergency physician; Optometry; Medicine; Medical emergency; Ophthalmology; Medical education; Emergency department; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001895925,0.0002461326,0.0004833489,0.003077373,0.0008522024,0.001059681,0.001004663,0.001039211,0.004742827],"category_scores_gemma":[0.03165407,0.0003367924,0.0008287379,0.002421068,0.0004614576,0.001782045,0.002158074,0.0008102128,0.0005253337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00171289,"about_ca_system_score_gemma":0.001541387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221941,"about_ca_topic_score_gemma":0.01442203,"domain_scores_codex":[0.9972551,0.0006033934,0.0006021236,0.0002559408,0.0006385552,0.0006449249],"domain_scores_gemma":[0.9811632,0.006003767,0.006541174,0.0004004884,0.003481115,0.002410247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000578534,0.0001814506,0.9943007,0.00004484729,0.00004836383,0.0002451143,0.001184559,0.0000665787,0.0001900181,0.00005238566,0.0002075215,0.002899812],"study_design_scores_gemma":[0.00001063014,0.0001962043,0.9959467,0.00001666794,0.00001429623,0.0001803658,0.003268254,0.0001098452,0.00005909359,0.00002428513,0.00016887,0.000004796961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973864,0.0001434301,0.00003294766,0.0001615947,0.00001759469,0.00002832997,0.0002622853,0.000004350848,0.001963079],"genre_scores_gemma":[0.9994767,0.00006369282,0.00004519478,0.00003859198,0.000009571408,0.00001009627,0.0001934967,0.000002788184,0.0001599046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221941,"threshold_uncertainty_score":0.02429652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2958609934160898,"score_gpt":0.552304673497952,"score_spread":0.2564436800818622,"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."}}