{"id":"W4281863929","doi":"10.1111/cod.14168","title":"The benefit of scratch patch testing to demonstrate ocular contact allergy to brimonidine tartrate","year":2022,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Université Laval; Centre hospitalier universitaire de Québec; Hôpital du Saint-Sacrement; Centre de Recherche Dermatologique du Québec Métropolitain","funders":"","keywords":"Brimonidine; Medicine; Dermatology; Allergy; Contact allergy; Patch testing; Ophthalmology; Patch test; Contact dermatitis; Glaucoma; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004150257,0.0003488884,0.0006857783,0.0001880011,0.0007824108,0.0001365823,0.0004246063,0.00006056511,0.0006106211],"category_scores_gemma":[0.0003076941,0.0003008402,0.0002179266,0.0007363122,0.00003274289,0.000171969,0.00034293,0.0003720967,0.00007733853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906461,"about_ca_system_score_gemma":0.0002787827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002550904,"about_ca_topic_score_gemma":0.001746753,"domain_scores_codex":[0.9971538,0.0001275568,0.0009193369,0.0004098012,0.0007273484,0.000662166],"domain_scores_gemma":[0.9977971,0.0004310486,0.0002665459,0.0007022816,0.0003728468,0.0004301431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009057635,0.000922788,0.1724771,0.0006041192,0.002184655,0.003611994,0.008080438,0.001750714,0.3052141,0.01095645,0.1979856,0.2953062],"study_design_scores_gemma":[0.003616046,0.002915504,0.5971772,0.0006877151,0.0001663598,0.0007745944,0.003414424,0.001799814,0.03712859,0.0007243353,0.3506041,0.0009912967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720067,0.001066154,0.0003438496,0.01685301,0.0004508744,0.001264392,0.0001637633,0.0001305131,0.007720782],"genre_scores_gemma":[0.9896052,0.0001264924,0.0008436276,0.007932999,0.0001166135,0.0003032694,0.00005018035,0.0000601757,0.0009614453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4247001,"threshold_uncertainty_score":0.9999444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805780567497908,"score_gpt":0.2477604163837598,"score_spread":0.2297026107087807,"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."}}