{"id":"W2969590344","doi":"10.1097/der.0000000000000506","title":"Expanded Series and Personalized Patch Tests for Children: A Retrospective Cohort Study","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Series (stratigraphy); Retrospective cohort study; Cohort; Patch testing; Pediatrics; Internal medicine; Immunology; Paleontology; Geology","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":[0.0007459184,0.0005140253,0.000697197,0.0008092962,0.0005778992,0.0006320564,0.0003581156,0.0005513261,0.002150211],"category_scores_gemma":[0.001909891,0.0005588321,0.0007524646,0.001314722,0.0004553102,0.0008115604,0.0004886029,0.0008469219,0.0003894423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004132627,"about_ca_system_score_gemma":0.0004892442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004319025,"about_ca_topic_score_gemma":0.003149626,"domain_scores_codex":[0.9990521,0.0001729496,0.00008303508,0.0003154881,0.0002102432,0.0001662105],"domain_scores_gemma":[0.9981046,0.0003796209,0.0008466626,0.000228125,0.0001576384,0.0002833279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005540162,0.00002298023,0.9990723,0.000004196094,0.00001865924,0.000257764,0.00005030093,0.00001115938,0.0000863486,0.000005807394,0.00003606603,0.0003789924],"study_design_scores_gemma":[0.000009898838,0.0003702141,0.9959905,0.000008963366,0.00004645428,0.002807071,0.0003543496,0.00009480812,0.00006826533,0.00001043469,0.0002328551,0.00000621939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993712,0.000164496,0.00007204957,0.00000927517,0.000002966409,0.00001209384,0.0001629262,0.000002399439,0.0002026818],"genre_scores_gemma":[0.9994226,0.0001394233,0.00008488687,0.00002296246,0.000007578096,0.00001303162,0.0002400029,0.000003655459,0.00006585581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004319025,"threshold_uncertainty_score":0.008587718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008665525660255686,"score_gpt":0.255991700961731,"score_spread":0.2473261753014753,"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."}}