{"id":"W2896325533","doi":"10.1136/bjophthalmol-2018-312385","title":"Clinical effectiveness of the Manchester Glaucoma Enhanced Referral Scheme","year":2018,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"College of Optometrists","keywords":"Referral; Glaucoma; Medicine; Excellence; Nice; Optometry; Pediatrics; Ophthalmology; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001061623,0.000104363,0.0005725783,0.00005216253,0.00006132353,0.00000788864,0.0002434314,0.0001934968,0.0003064387],"category_scores_gemma":[0.0005108026,0.00007838587,0.0003792137,0.0001492565,0.0007122469,0.00005732956,0.00007678403,0.0004959528,0.00001340154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002375546,"about_ca_system_score_gemma":0.0001371743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001929219,"about_ca_topic_score_gemma":0.000001134819,"domain_scores_codex":[0.9981591,0.0005511303,0.0006856209,0.00015287,0.0002330881,0.0002182375],"domain_scores_gemma":[0.99857,0.0002249783,0.0004119015,0.0001986186,0.000487842,0.0001067199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001967881,0.0005137703,0.9682861,0.0001886118,0.0002138043,0.002664729,0.00004457338,3.901052e-8,0.02226507,0.0000596277,0.0005928335,0.003202941],"study_design_scores_gemma":[0.002101916,0.00206448,0.8327426,0.0008529511,0.00007659261,0.1552188,0.00004291847,0.000002213882,0.006206814,0.0004000915,0.0002272581,0.00006339115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912441,0.0006534746,0.00005999975,0.0001989728,0.001181681,0.0001775733,0.000001903799,0.000003750587,0.006478517],"genre_scores_gemma":[0.9984227,0.00005284121,0.0007592131,0.00008708131,0.000370562,0.000001908066,9.887015e-7,0.00001660318,0.0002880465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.152554,"threshold_uncertainty_score":0.3355289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748588569265952,"score_gpt":0.3423574184340941,"score_spread":0.3148715327414345,"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."}}