{"id":"W4380872373","doi":"10.1089/derm.2023.0033","title":"Contact Dermatitis to Ophthalmic Solutions: An Update","year":2023,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Eyelid; Contact dermatitis; Patch test; Patch testing; Surgery; Allergy; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006073681,0.0009965113,0.001667148,0.004489218,0.000332376,0.001426657,0.0008977362,0.001025601,0.007546544],"category_scores_gemma":[0.001245217,0.0003473744,0.000993982,0.003377465,0.0003960019,0.001654455,0.00071553,0.001468567,0.002291904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006436982,"about_ca_system_score_gemma":0.001195904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587335,"about_ca_topic_score_gemma":0.003199355,"domain_scores_codex":[0.9996384,0.00005913833,0.00008761059,0.00004993182,0.000137797,0.00002712362],"domain_scores_gemma":[0.9992183,0.0004091094,0.0001363063,0.00002307934,0.0001747632,0.00003841642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007823113,0.0000947621,0.0002457527,0.055858,0.0001728817,0.00049017,0.0001055717,0.0002124988,0.001061977,0.001651302,0.05280458,0.8872244],"study_design_scores_gemma":[0.00002011939,0.00008649664,0.001030359,0.01525147,0.0003530424,0.004217655,0.00007848167,0.0000536183,0.0002157358,0.000732668,0.9779414,0.00001906243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008798933,0.9988668,0.0000338897,0.0001253134,0.000233977,0.000004173872,0.00002216086,0.000004676691,0.0006210372],"genre_scores_gemma":[0.0003727671,0.9988034,0.00008814558,0.0001502629,0.0002140924,0.000003969505,0.0000357447,0.000001117748,0.0003306256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007546544,"threshold_uncertainty_score":0.02524573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08606018887836657,"score_gpt":0.3566297847111822,"score_spread":0.2705695958328156,"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."}}