{"id":"W2911159080","doi":"10.2310/6620.2008.00012","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":true,"ca_institutions":"","funders":"","keywords":"Medicine; In vitro; Dermatology; Biology; Biochemistry","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":[0.00151996,0.002290032,0.001042719,0.001645209,0.0003760681,0.001245153,0.0009632834,0.0009187165,0.004669841],"category_scores_gemma":[0.001347199,0.0007222752,0.000991828,0.0005835851,0.0002969197,0.0008618798,0.0008467428,0.0015822,0.004311209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718667,"about_ca_system_score_gemma":0.000395464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00039671,"about_ca_topic_score_gemma":0.001328703,"domain_scores_codex":[0.9975981,0.0008321831,0.0002747113,0.0002932587,0.0008150147,0.000186719],"domain_scores_gemma":[0.998342,0.0008020059,0.0002134006,0.000144306,0.0004073438,0.00009090803],"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":[0.0001438943,0.0002439465,0.0008449372,0.001439602,0.00008521219,0.00009942704,0.00005320936,0.0001973054,0.9784648,0.0003413064,0.002412039,0.01567421],"study_design_scores_gemma":[0.00004393362,0.001779,0.004860166,0.0002012021,0.000294447,0.001649567,0.0001218805,0.001482075,0.9389639,0.0003468173,0.05020601,0.00005101271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2283069,0.235078,0.4504132,0.003992476,0.005307687,0.003413282,0.01244117,0.00318985,0.05785741],"genre_scores_gemma":[0.3892212,0.2218685,0.3111031,0.002742524,0.002017834,0.00345663,0.02411507,0.0004898905,0.04498531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004669841,"threshold_uncertainty_score":0.0156222,"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."}}