{"id":"W4402031392","doi":"10.58931/cect.2024.3348","title":"Update on Giant Cell Arteritis: Essential Information for Ophthalmologists","year":2024,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Giant cell arteritis; Medicine; Arteritis; Pathology; Vasculitis; Disease","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":[0.00004064782,0.000109431,0.0001263321,0.0002416901,0.0001144283,0.00008030468,0.00005500035,0.0001544528,0.000564852],"category_scores_gemma":[0.00002089442,0.00009799672,0.0001316027,0.0001247661,0.00003730568,0.000131158,0.000005260349,0.000169076,0.0005713315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930932,"about_ca_system_score_gemma":0.0005466358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441824,"about_ca_topic_score_gemma":0.001993087,"domain_scores_codex":[0.9993039,0.00001019985,0.0001628271,0.0001512641,0.00009276793,0.0002789964],"domain_scores_gemma":[0.9993445,0.00001385773,0.00001728525,0.0001763591,0.0001075433,0.0003404844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001461774,0.00009476121,0.0005667029,0.004277339,0.0007233677,0.008413739,0.00955339,0.0003078049,0.00239175,0.04089609,0.7481383,0.1844905],"study_design_scores_gemma":[0.0015832,0.0005492692,0.007248192,0.0007879743,0.0002839479,0.0004357801,0.001619644,0.0006636499,0.002232333,0.0004141726,0.9837751,0.0004067492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6382082,0.01143524,0.001862766,0.0470288,0.01162259,0.00456996,0.009327124,0.0007563474,0.275189],"genre_scores_gemma":[0.9949368,0.00005823341,0.0001309514,0.001247166,0.0002307157,0.00008201716,0.002098417,0.00001772935,0.001197961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3567287,"threshold_uncertainty_score":0.7343501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006120460219524685,"score_gpt":0.2497044887618809,"score_spread":0.2435840285423562,"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."}}