{"id":"W2766464527","doi":"10.1177/0192623317736742","title":"Immunophenotyping: Application to Safety Assessment","year":2017,"lang":"en","type":"article","venue":"Toxicologic Pathology","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunophenotyping; Medicine; Medical physics; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006022911,0.0008829975,0.0005803232,0.002502668,0.0004897934,0.001421538,0.0009120761,0.001275655,0.002963939],"category_scores_gemma":[0.003222104,0.0003596685,0.000377537,0.001023194,0.0009368606,0.0008956502,0.001404019,0.001447178,0.001187714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005007872,"about_ca_system_score_gemma":0.0005566958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002898686,"about_ca_topic_score_gemma":0.0004561563,"domain_scores_codex":[0.9973031,0.001453009,0.0001474781,0.0002094716,0.000784851,0.0001020192],"domain_scores_gemma":[0.997219,0.001280493,0.0003252227,0.0002667276,0.0007823256,0.0001262396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004313459,0.0002059211,0.01751963,0.001627285,0.00007961682,0.0009576792,0.0005574476,0.002100119,0.4876036,0.01208241,0.007440784,0.4693941],"study_design_scores_gemma":[0.0000719961,0.003927319,0.05406751,0.001296074,0.0002974473,0.01358762,0.001716536,0.02033021,0.5557575,0.04519739,0.3035367,0.0002136562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08932719,0.0403633,0.8377141,0.005787579,0.001102098,0.001378898,0.000667537,0.001378877,0.02228037],"genre_scores_gemma":[0.3794053,0.05859224,0.5437686,0.003433937,0.00118651,0.001513236,0.0005810634,0.0002275529,0.01129154],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006022911,"threshold_uncertainty_score":0.0318526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171272735814734,"score_gpt":0.3151500867161938,"score_spread":0.2980228131347203,"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."}}