{"id":"W3169957774","doi":"10.1097/der.0000000000000756","title":"Multiyear Group and Medical Center Patch Test Frequency Data: Confounding Variables","year":2021,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confounding; Medicine; Patch test; Contact dermatitis; Test (biology); Environmental health; Public health; Family medicine; Internal medicine; Allergy; Immunology; Pathology","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":[0.008114724,0.0006412126,0.002513448,0.003934026,0.0002319766,0.001423737,0.001219751,0.001013661,0.00415654],"category_scores_gemma":[0.0241123,0.000260248,0.002851824,0.00816917,0.0006137553,0.001303362,0.0006133389,0.0007558096,0.0005278252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006804058,"about_ca_system_score_gemma":0.001399125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002181497,"about_ca_topic_score_gemma":0.003815706,"domain_scores_codex":[0.9921511,0.002868915,0.002225664,0.0009337388,0.001672972,0.0001475944],"domain_scores_gemma":[0.958838,0.03250546,0.005576442,0.001384484,0.001582129,0.0001134311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004648285,0.00008030406,0.02373648,0.2452425,0.008802114,0.0002450124,0.0003149045,0.0004845606,0.000275963,0.003061802,0.009098246,0.7081932],"study_design_scores_gemma":[0.0002627557,0.0005292505,0.1650502,0.2478931,0.03144155,0.005325362,0.0007966949,0.0005654834,0.001151777,0.008295065,0.5385481,0.0001405721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001003794,0.9971288,0.0004174641,0.0002348612,0.0001479805,0.00003831989,0.0004602698,0.000003824671,0.0005647591],"genre_scores_gemma":[0.02220603,0.9733601,0.001696297,0.000553888,0.0004230063,0.00016954,0.00113878,0.000008129309,0.000444154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008114724,"threshold_uncertainty_score":0.04291528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04990705199320112,"score_gpt":0.3376073437169123,"score_spread":0.2877002917237111,"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."}}