{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01312239,0.0003245766,0.0004577617,0.001873492,0.0005533918,0.002076349,0.001085964,0.0008944133,0.003806403],"category_scores_gemma":[0.08763732,0.0003171585,0.0004907973,0.00108478,0.000844935,0.001559748,0.003637371,0.0005360321,0.0005130192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002871844,"about_ca_system_score_gemma":0.001899504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004383079,"about_ca_topic_score_gemma":0.005151086,"domain_scores_codex":[0.9706941,0.01785825,0.002907902,0.001781188,0.005724309,0.001034185],"domain_scores_gemma":[0.9091203,0.04030495,0.03022774,0.004298543,0.009246198,0.006802197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00256437,0.000350928,0.8778072,0.00046505,0.0000982741,0.0009374139,0.0012036,0.001057302,0.000597831,0.0002318046,0.002664816,0.1120215],"study_design_scores_gemma":[0.0002177765,0.005101332,0.9808601,0.0005105728,0.0001121544,0.00447386,0.001414511,0.003148153,0.0006856514,0.0001563793,0.003252779,0.0000666674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911036,0.001502371,0.0003470883,0.001684702,0.00005015803,0.0002196964,0.0003063815,0.00006479645,0.004721117],"genre_scores_gemma":[0.9978486,0.0003043923,0.001003534,0.0002133346,0.00005158673,0.00004554771,0.0001705299,0.000005770707,0.000356645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01312239,"threshold_uncertainty_score":0.0693987,"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."}}