{"id":"W96929193","doi":"10.2310/6620.2009.09038","title":"Local Lymph Node Data for the Evaluation of Skin Sensitization Alternatives: A Second Compilation","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Local lymph node assay; Skin sensitization; Database; Medicine; Computer science; Identification (biology); Toxicology; Sensitization; Immunology","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":[0.0004568423,0.00008805669,0.0001650477,0.00005791313,0.00008959087,0.00002930484,0.0001318003,0.00005066975,0.0005060025],"category_scores_gemma":[0.0002370005,0.00006661884,0.0000440079,0.00008174724,0.00007503097,0.0002468037,0.00005039259,0.00007704195,0.00001071335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002619996,"about_ca_system_score_gemma":0.0001100101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007873134,"about_ca_topic_score_gemma":0.00069871,"domain_scores_codex":[0.9990486,0.00004889403,0.0002838296,0.0001479601,0.0003698865,0.0001008139],"domain_scores_gemma":[0.9985786,0.000286713,0.0001580767,0.0005240143,0.0004199114,0.0000326789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000945879,0.0004580031,0.02993055,0.001377523,0.0009516825,0.00001353916,0.007036767,0.002291265,0.02952524,0.01754681,0.09374658,0.8170274],"study_design_scores_gemma":[0.001576816,0.00001356532,0.4283288,0.00006368009,0.0001406126,0.00006141145,0.0002162829,0.5542083,0.004141894,0.0005545067,0.01062648,0.00006762963],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8094124,0.0004120277,0.1644488,0.01445598,0.0008305763,0.001922705,0.001225847,0.0000523126,0.007239342],"genre_scores_gemma":[0.9959708,0.00003327572,0.001297796,0.00104063,0.0001542735,0.00003386935,0.001377737,0.00001298885,0.00007866518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8169598,"threshold_uncertainty_score":0.5540373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04461707250393664,"score_gpt":0.324166429409757,"score_spread":0.2795493569058203,"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."}}