{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008927056,0.0001973826,0.0006042254,0.0003048648,0.00002810993,0.00002253031,0.0001086069,0.00007425256,0.0002714775],"category_scores_gemma":[0.0001037881,0.0001914931,0.00008208569,0.0003771656,0.00003052,0.0002035096,0.00009211576,0.0001370813,0.0005596958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008412122,"about_ca_system_score_gemma":0.00005020293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003576417,"about_ca_topic_score_gemma":0.00009395833,"domain_scores_codex":[0.998299,0.00006358291,0.0006063813,0.0002639056,0.0004518559,0.0003152854],"domain_scores_gemma":[0.998991,0.0000501176,0.0001342808,0.0004347081,0.0002527526,0.0001372021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004450087,0.0004974005,0.9384438,0.001037789,0.00008350537,0.0001007629,0.002109105,0.00003101891,0.005000124,0.0001757324,0.04386309,0.008613165],"study_design_scores_gemma":[0.003587563,0.0001483234,0.9679084,0.0007049532,0.00001541717,0.00003746963,0.00007504053,0.000241353,0.007757171,0.00002209902,0.01931006,0.0001920861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877293,0.00006108304,0.00001645001,0.005720118,0.0003467275,0.001165919,0.00004891562,0.00005486159,0.004856661],"genre_scores_gemma":[0.9929531,0.00002991101,0.00107876,0.005246911,0.00003525955,0.000020633,0.0001744805,0.00002791753,0.0004329849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02946466,"threshold_uncertainty_score":0.7808862,"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."}}