{"id":"W3014079568","doi":"10.1097/der.0000000000000593","title":"Patch Testing Results From the Massachusetts General Hospital Contact Dermatitis Clinic, 2007–2016","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Patch test; Patch testing; Dermatology; Allergic contact dermatitis; Allergen; General hospital; Allergy; Pediatrics; 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":[0.0004439121,0.0002771407,0.000178914,0.001765312,0.0003743389,0.000486898,0.0003920573,0.0002649922,0.004035047],"category_scores_gemma":[0.001660576,0.000181231,0.0002480302,0.001246092,0.000170943,0.0003890959,0.0003270594,0.0002942342,0.000580415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055934,"about_ca_system_score_gemma":0.0004324092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274698,"about_ca_topic_score_gemma":0.02609498,"domain_scores_codex":[0.9993463,0.00006637555,0.00009945884,0.0001593284,0.0002623379,0.00006620391],"domain_scores_gemma":[0.9985899,0.0001473789,0.0006950459,0.0000704575,0.0003611853,0.0001359343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000083516,0.00003402857,0.9851437,0.0001146622,0.00006190333,0.0005555203,0.0001835395,0.00004492578,0.0007861885,0.00001532446,0.003921,0.009055649],"study_design_scores_gemma":[0.00000763724,0.00007519319,0.9963325,0.00002805933,0.00002689873,0.001393325,0.0001051474,0.00005354294,0.0002134546,0.000005694919,0.001755887,0.000002537083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980414,0.003960754,0.0002360001,0.0002887792,0.00005698929,0.00009578934,0.007468799,0.00008602822,0.007392719],"genre_scores_gemma":[0.992537,0.001428245,0.0002833169,0.0001964102,0.00007678841,0.00003934155,0.004246287,0.000009014627,0.001183504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274698,"threshold_uncertainty_score":0.02534556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976042613726673,"score_gpt":0.2564786224763003,"score_spread":0.2267181963390336,"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."}}