{"id":"W7133199020","doi":"10.2310/6620.2008.00012a","title":"In Vitro Assay Platforms to Identify Skin Irritants and Contact Allergens","year":2008,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"In vitro; In vitro toxicology; Allergic contact dermatitis; Contact dermatitis; Irritant contact dermatitis","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":[0.001180433,0.002032414,0.0009651925,0.001087855,0.0005015047,0.001005595,0.0008818275,0.0008591441,0.006536493],"category_scores_gemma":[0.001016021,0.0007563742,0.0009867596,0.0004738947,0.0003481677,0.0007640371,0.0008452426,0.00151037,0.004444388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297394,"about_ca_system_score_gemma":0.000396176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004700291,"about_ca_topic_score_gemma":0.001747421,"domain_scores_codex":[0.9978818,0.0009388487,0.0001807116,0.0002896372,0.000486539,0.0002223747],"domain_scores_gemma":[0.9987753,0.0006066008,0.0001420361,0.000151411,0.000251958,0.00007271545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001411327,0.0002950687,0.0005636209,0.0002883722,0.0000283858,0.00009595652,0.00005517197,0.0001925052,0.994672,0.0001686725,0.0003497911,0.003149355],"study_design_scores_gemma":[0.0000215149,0.0009843508,0.002051722,0.00003646457,0.0001020326,0.0004185031,0.00007374236,0.001119671,0.9904892,0.000113884,0.004575413,0.00001341727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6538454,0.02138485,0.280847,0.001029408,0.00144535,0.002294256,0.005690813,0.001027551,0.03243539],"genre_scores_gemma":[0.7842457,0.01987536,0.1488849,0.0009658347,0.0005938374,0.002688878,0.008985187,0.000254314,0.03350592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006536493,"threshold_uncertainty_score":0.02186674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902627337890143,"score_gpt":0.2789908778871401,"score_spread":0.2599646045082387,"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."}}