{"id":"W7133220654","doi":"10.2310/6620.2006.x0002r","title":"Do We Understand The Factors Controlling The Induction of Skin Sensitization?","year":2006,"lang":"en","type":"article","venue":"Dermatitis","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Skin Aging","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":[0.0002574577,0.0001322189,0.0001465311,0.00004577429,0.0003988602,0.00002315309,0.0001834132,0.0001210921,0.0004441413],"category_scores_gemma":[0.00002311984,0.00008280637,0.00006994759,0.0001782215,0.0003168573,0.0001298542,0.0000256495,0.0003496593,0.00002233919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004641739,"about_ca_system_score_gemma":0.00002428653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008835311,"about_ca_topic_score_gemma":0.00007178883,"domain_scores_codex":[0.9987867,0.0003725748,0.000321802,0.0001267196,0.0001858359,0.0002063776],"domain_scores_gemma":[0.998852,0.0007121171,0.0001643562,0.0001644109,0.00007908211,0.00002809446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002816114,0.001198465,0.1477142,0.0005740694,0.002102796,0.00009125904,0.0339233,0.4118926,0.03034498,0.1522939,0.1523849,0.06719789],"study_design_scores_gemma":[0.007053477,0.0001126876,0.1576687,0.0001356632,0.0009605784,0.0001454881,0.01213925,0.02965808,0.2030743,0.05788411,0.5302218,0.0009458358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257569,0.0037876,0.03302671,0.02709286,0.001877539,0.0009302955,0.0001923037,0.00007476626,0.007261035],"genre_scores_gemma":[0.9975125,0.0007095859,0.0000549861,0.001251687,0.0001552797,0.00001013858,0.00002577674,0.00001375931,0.0002662612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3822345,"threshold_uncertainty_score":0.4863036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06994471117941987,"score_gpt":0.3685937000151169,"score_spread":0.2986489888356971,"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."}}