{"id":"W2953406726","doi":"10.1097/der.0000000000000499","title":"Scalp Dermatitis in Patients Sensitized to Components of Hair Products","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scalp; Medicine; Dermatology; Contact dermatitis; Allergic contact dermatitis; Patch test; Sensitization; 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":[0.0001755106,0.0003209778,0.0003257869,0.0006340502,0.0006686539,0.0004748968,0.0001322158,0.0004086229,0.004644142],"category_scores_gemma":[0.001066296,0.0002302185,0.0002627499,0.0005839376,0.0003299841,0.0004361157,0.0002573453,0.0004728463,0.0003286127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887915,"about_ca_system_score_gemma":0.0001985392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238273,"about_ca_topic_score_gemma":0.001304725,"domain_scores_codex":[0.9997968,0.0000350001,0.00001620426,0.00004430321,0.00003914289,0.0000686577],"domain_scores_gemma":[0.9994913,0.0001335552,0.0001798235,0.00001888062,0.00003951792,0.0001368084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000140363,0.00007446232,0.9899969,0.00002114604,0.00001598607,0.006212029,0.0001280467,0.00002302412,0.0009080628,0.00001510167,0.0001117983,0.002353083],"study_design_scores_gemma":[0.00002666939,0.0007169781,0.9388891,0.00003027606,0.00005059543,0.05817162,0.0009417468,0.0001986623,0.0004684422,0.00006255882,0.0004347162,0.00000859756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987063,0.0002949633,0.00005110874,0.00004053651,0.000007259317,0.000008842305,0.0000424832,0.000005026714,0.0008434326],"genre_scores_gemma":[0.999715,0.0001135236,0.00003310986,0.00002924078,0.00001019805,0.000002150319,0.00002428139,9.172507e-7,0.00007138783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004644142,"threshold_uncertainty_score":0.01553625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009542222542913944,"score_gpt":0.2229204027044062,"score_spread":0.2133781801614922,"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."}}