{"id":"W2495738601","doi":"10.17925/usor.2014.07.01.50","title":"Lasers in Open Angle Glaucoma","year":2014,"lang":"en","type":"article","venue":"touchREVIEWS in Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Open angle glaucoma; Glaucoma; Laser; Optometry; Optics; Ophthalmology; Medicine; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007840055,0.0001843741,0.0007620053,0.0001916122,0.00002684398,0.00001152353,0.0003762894,0.0001547512,0.001135063],"category_scores_gemma":[0.0003796077,0.0001493147,0.00008940284,0.0004045329,0.00010464,0.00007032611,0.0001855,0.0002998792,0.0003658248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000482938,"about_ca_system_score_gemma":0.00005633081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000575604,"about_ca_topic_score_gemma":0.0002012232,"domain_scores_codex":[0.9982791,0.0003393403,0.0005052745,0.0003746195,0.0001057515,0.0003959316],"domain_scores_gemma":[0.9992109,0.00011998,0.00008819497,0.0004519013,0.00002518162,0.0001038661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001539138,0.0003214143,0.9874333,0.0002115391,0.000007703655,0.0007286108,0.0001116689,4.826302e-7,0.0002047978,0.001387656,0.001412215,0.008026762],"study_design_scores_gemma":[0.002286901,0.0006287465,0.9366655,0.0003886882,0.00001980404,0.002054696,0.00009866409,0.0001166754,0.00006133769,0.002245626,0.05524032,0.0001930434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8713782,0.001993309,0.000006090968,0.00143431,0.0001804827,0.0008635431,0.000001035943,0.00001275291,0.1241303],"genre_scores_gemma":[0.9955069,0.0003952155,0.001059411,0.001089584,0.00005461802,0.0001244937,0.00002434359,0.00002427996,0.001721171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1241287,"threshold_uncertainty_score":0.999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03338520765775555,"score_gpt":0.3424241097704121,"score_spread":0.3090389021126566,"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."}}