{"id":"W1986162358","doi":"10.1097/der.0000000000000003","title":"Categorization of Chemicals According to Their Relative Human Skin Sensitizing Potency","year":2014,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Local lymph node assay; Potency; Medicine; Skin sensitization; Sensitization; In vivo; Human skin; Pharmacology; Toxicology; Computational biology; In vitro; Immunology; Biochemistry; Biotechnology; Biology","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":[0.0008387623,0.001130853,0.001783535,0.01040115,0.0003584773,0.001304292,0.001119571,0.0007704766,0.004955201],"category_scores_gemma":[0.001140623,0.0002796633,0.001251225,0.005818335,0.000760046,0.001434649,0.0007099001,0.001131159,0.002262998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007813147,"about_ca_system_score_gemma":0.001072907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001477252,"about_ca_topic_score_gemma":0.002236224,"domain_scores_codex":[0.999405,0.00008878799,0.0001164545,0.0001031779,0.000251093,0.00003547395],"domain_scores_gemma":[0.9993733,0.000243291,0.0001462488,0.00003888626,0.0001729511,0.00002527587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001105481,0.0001364166,0.0009255003,0.06159366,0.0002662923,0.0003518696,0.0001877136,0.0004616638,0.008564019,0.007273615,0.01025356,0.9098751],"study_design_scores_gemma":[0.00003441795,0.0002994768,0.007043832,0.01661774,0.000767422,0.00364475,0.0004486462,0.0002139425,0.005693858,0.004458869,0.9607238,0.00005313154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001435716,0.990258,0.0009603511,0.0002668331,0.0001884258,0.00009700816,0.0003688733,0.00002695801,0.006397819],"genre_scores_gemma":[0.006359125,0.9886774,0.001974104,0.0002787287,0.00008814451,0.00005412949,0.0005276562,0.0000062688,0.002034459],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01040115,"threshold_uncertainty_score":0.01657683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224290758137344,"score_gpt":0.3199727884610414,"score_spread":0.287729880879668,"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."}}