{"id":"W2970497240","doi":"10.15353/cjo.v81i2.354","title":"Giant Cell Arteritis: Clinical Guide for the Eyecare Professional","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Optometry","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Giant cell arteritis; Blindness; Medicine; Arteritis; Disease; Identification (biology); Dermatology; Intensive care medicine; Optometry; Pathology; Vasculitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005075993,0.00008238549,0.0002566897,0.0002304693,0.0001345958,0.00002751684,0.0001601368,0.0001463884,0.001168781],"category_scores_gemma":[0.0001580598,0.00005002298,0.0003612577,0.0001931181,0.00007708448,0.0000625691,0.000007087909,0.0004961094,0.00007262082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008439765,"about_ca_system_score_gemma":0.001694375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005947107,"about_ca_topic_score_gemma":0.0000709764,"domain_scores_codex":[0.9989578,0.00003493292,0.0004931734,0.0001003509,0.0001705078,0.0002432551],"domain_scores_gemma":[0.9985116,0.00020075,0.0001661038,0.0001767191,0.0003498998,0.0005949745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000955538,0.0001362611,0.4968636,0.0001986071,0.000755077,0.000725721,0.0003450779,0.0000318497,0.0006443087,0.0004852437,0.4832692,0.01644945],"study_design_scores_gemma":[0.003423434,0.000543066,0.71841,0.0005618344,0.00027061,0.001327208,0.001262351,0.00013694,0.00007716064,0.00003480392,0.2738307,0.0001219069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971539,0.005493824,0.0004738804,0.0120954,0.005099974,0.000550591,0.0001177266,0.0000060018,0.0046236],"genre_scores_gemma":[0.9893566,0.0001212357,0.0009302595,0.00138018,0.0006362748,0.000004451809,0.00001290296,0.00001709511,0.007541048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2215464,"threshold_uncertainty_score":0.9997443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649545610105656,"score_gpt":0.3565245577759112,"score_spread":0.3400291016748546,"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."}}