{"id":"W1993658135","doi":"10.2310/6620.2005.05040","title":"Compilation of Historical Local Lymph Node Data for Evaluation of Skin Sensitization Alternative Methods","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":408,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Local lymph node assay; Skin sensitization; Sensitization; Medicine; Set (abstract data type); Toxicology; Computer science; Immunology; 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":[0.0102176,0.001195056,0.00130441,0.01873632,0.0007757132,0.002055527,0.001870033,0.0006465954,0.009225836],"category_scores_gemma":[0.01544367,0.0004253707,0.001209115,0.01253799,0.0005903246,0.001441652,0.001398182,0.0009019828,0.005934247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550445,"about_ca_system_score_gemma":0.003209227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003951498,"about_ca_topic_score_gemma":0.006430198,"domain_scores_codex":[0.991819,0.001262537,0.002308802,0.001434604,0.002900854,0.0002742294],"domain_scores_gemma":[0.9620634,0.008716083,0.006536358,0.00555249,0.01628379,0.0008479065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00285728,0.0006362441,0.3355749,0.0205913,0.001329734,0.001889061,0.001097393,0.008413429,0.04780684,0.002939635,0.04552251,0.5313417],"study_design_scores_gemma":[0.0001894495,0.001839495,0.368856,0.00326357,0.002120541,0.003756147,0.00114631,0.003205724,0.05630227,0.001978295,0.5571072,0.0002349557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1970228,0.03959887,0.1031389,0.0006291302,0.0008674604,0.004162119,0.595232,0.002687704,0.056661],"genre_scores_gemma":[0.3388939,0.02239778,0.1070295,0.0005031049,0.0004708845,0.006939178,0.5163945,0.0005914686,0.006779776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01873632,"threshold_uncertainty_score":0.0540365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07387819137372267,"score_gpt":0.3811532636816461,"score_spread":0.3072750723079235,"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."}}