{"id":"W1172312033","doi":"10.1038/sj.eye.6700603","title":"Accuracy of the clinical diagnosis of chalazion","year":2004,"lang":"en","type":"article","venue":"Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Chalazion (fungus); Medicine; Dermatology","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":[0.004843035,0.0005198345,0.0006756725,0.002498055,0.0005063137,0.001889893,0.00102923,0.001745143,0.002227264],"category_scores_gemma":[0.05897819,0.0004149319,0.0004477431,0.0005670929,0.001038924,0.00150912,0.0006994708,0.0009878088,0.001391862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006083713,"about_ca_system_score_gemma":0.0006928318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002914997,"about_ca_topic_score_gemma":0.002795093,"domain_scores_codex":[0.9939432,0.002462826,0.0009328699,0.0006487735,0.001562619,0.0004497447],"domain_scores_gemma":[0.9431195,0.03738186,0.00419685,0.003161935,0.01089566,0.00124419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001093052,0.00005322203,0.9661645,0.0001159141,0.00009074654,0.0006685532,0.0001218024,0.0003754849,0.002875168,0.0001628169,0.001224191,0.02705453],"study_design_scores_gemma":[0.0001011774,0.0005649857,0.9397321,0.0002834583,0.0003507849,0.02070475,0.0005144454,0.0196782,0.01244099,0.0009137005,0.004656936,0.00005847072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568363,0.01235781,0.004579227,0.002181517,0.0007007841,0.00004024758,0.0006809549,0.000338497,0.02228469],"genre_scores_gemma":[0.997965,0.0005245479,0.0007450687,0.0001434546,0.0001015664,0.000003623056,0.0001881523,0.00001034188,0.0003183422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004843035,"threshold_uncertainty_score":0.02561277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440909372953586,"score_gpt":0.3521199457907205,"score_spread":0.3177108520611847,"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."}}