{"id":"W2141777305","doi":"10.2310/6620.2003.11717","title":"Factors Influencing the Induction Phase of Skin Sensitization","year":2003,"lang":"en","type":"article","venue":"Dermatitis","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sensitization; Phase (matter); Skin sensitization; Dermatology; 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":[0.00003368972,0.00004785918,0.00008044609,0.0000540938,0.00007241025,0.000005953717,0.00001462893,0.00005442755,0.0001865592],"category_scores_gemma":[0.00008105461,0.00003043661,0.00003683468,0.0001736627,0.00004272719,0.00006413248,0.00000292703,0.00008969694,0.00001292062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001869639,"about_ca_system_score_gemma":0.00003483433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002714305,"about_ca_topic_score_gemma":0.000003591472,"domain_scores_codex":[0.9996047,0.00003941925,0.0001426224,0.00005153203,0.0000940876,0.00006764218],"domain_scores_gemma":[0.9997095,0.00003680317,0.00005140823,0.0001093339,0.00006279957,0.00003017917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003126907,0.002112357,0.1928139,0.0004292188,0.004030618,0.0001522292,0.09318506,0.0009779246,0.4449287,0.1851038,0.05454843,0.02168654],"study_design_scores_gemma":[0.00329799,0.0002093281,0.5084482,0.0001975377,0.001243928,0.0004477225,0.004136859,0.0008505268,0.468717,0.002652317,0.009585403,0.0002132451],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928225,0.00004741095,0.0007734455,0.001207357,0.0001242049,0.0001210511,0.000005348312,0.00001777965,0.004880868],"genre_scores_gemma":[0.9993868,0.00001902182,0.00006753566,0.0003517189,0.00002184755,0.0000028088,0.00003558077,0.000005647138,0.0001090649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3156343,"threshold_uncertainty_score":0.2042693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133599334932217,"score_gpt":0.2722205884896511,"score_spread":0.2508845951403289,"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."}}