{"id":"W4403901101","doi":"10.1089/derm.2024.0004","title":"The Clinical Phenotype of Patients with Contact Polysensitization, a Retrospective Cohort","year":2024,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Cohort; Phenotype; Dermatology; Internal medicine; Genetics; Biology; Gene","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":[0.0002346339,0.0002785627,0.0002989974,0.0006827979,0.0003994579,0.0004630834,0.0002539031,0.000419341,0.002106528],"category_scores_gemma":[0.0008761599,0.0002881028,0.0002381726,0.0007297741,0.0002599529,0.0004892432,0.0003423956,0.0003126033,0.0002745604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188288,"about_ca_system_score_gemma":0.0002091162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002472963,"about_ca_topic_score_gemma":0.00190135,"domain_scores_codex":[0.9996802,0.00005092881,0.00003270815,0.0001259908,0.00005418563,0.00005609611],"domain_scores_gemma":[0.9994074,0.00008309694,0.0002566694,0.00004727357,0.00006172078,0.0001438407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004472992,0.00001441119,0.999124,0.000002904854,0.00001326766,0.0002447465,0.00002971667,0.00001076845,0.0002026366,0.000005156749,0.00003390803,0.0002736877],"study_design_scores_gemma":[0.000005064847,0.00007954825,0.9977017,0.000002814429,0.00001222074,0.001800734,0.0001598318,0.00009332135,0.000049824,0.000008633509,0.00008409424,0.000002183099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995543,0.00007024049,0.00003498257,0.0000102531,0.000001878507,0.000005752574,0.0001414993,0.000001413369,0.0001795127],"genre_scores_gemma":[0.9997318,0.00003121683,0.00001882407,0.000009547091,0.000003941278,0.000004215522,0.0001578668,7.961613e-7,0.00004174032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002472963,"threshold_uncertainty_score":0.007046998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008761232742627032,"score_gpt":0.2665230198265149,"score_spread":0.2577617870838879,"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."}}