{"id":"W1167532418","doi":"10.1097/iae.0b013e3181814470","title":"AGREEMENT AMONG CANADIAN RETINA SPECIALISTS IN THE DETERMINATION OF TREATMENT ELIGIBILITY FOR PHOTODYNAMIC THERAPY IN AGE-RELATED MACULAR DEGENERATION","year":2008,"lang":"en","type":"article","venue":"Retina","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; University of Alberta; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Categorization; Confidence interval; Medicine; Macular degeneration; Choroidal neovascularization; Ophthalmology; Lesion; Photodynamic therapy; Cohen's kappa; Kappa; Surgery; Internal medicine; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002172139,0.0001488794,0.0002453096,0.0001488612,0.00006888244,0.000007618848,0.00006269398,0.00007990673,0.0000390955],"category_scores_gemma":[0.00004642635,0.0001018067,0.0001299205,0.0002159761,0.00007883429,0.00003755567,0.000004146322,0.00005402654,0.000002917827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000870664,"about_ca_system_score_gemma":0.000205802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05896522,"about_ca_topic_score_gemma":0.1085616,"domain_scores_codex":[0.9988894,0.0001109533,0.0003562694,0.0002464069,0.0001758993,0.0002210639],"domain_scores_gemma":[0.9994457,0.00004368092,0.0001013397,0.0002660592,0.00005991068,0.0000833501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007108966,0.001091723,0.9725036,0.00007629606,0.00005821637,0.0008875469,0.002814663,0.00003796917,0.003946257,0.0002270285,0.00008170879,0.0175641],"study_design_scores_gemma":[0.003079059,0.001138454,0.9905238,0.00008534411,0.00004746538,0.00002288988,0.00008270069,0.001404963,0.00306812,0.0002134293,0.0002414083,0.00009234648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995831,0.0002409747,0.000007257064,0.0002634223,0.00004194686,0.002114085,0.00002727834,0.000006347289,0.001467748],"genre_scores_gemma":[0.9984721,0.0005582073,0.0001558959,0.00005432403,0.00002923672,0.0002098795,0.0003253887,0.00001188517,0.0001831015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04959636,"threshold_uncertainty_score":0.9473012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693672935256761,"score_gpt":0.309284989235771,"score_spread":0.2823482598832034,"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."}}