{"id":"W2167116927","doi":"10.1080/15476910590965832","title":"The Use of<i>In Vitro</i>Systems for Evaluating Immunotoxicity: The Report and Recommendations of an ECVAM Workshop","year":2005,"lang":"en","type":"article","venue":"Journal of Immunotoxicology","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Immunotoxicology; Engineering ethics; Business; Medicine; Political science; Engineering; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0659343,0.004048645,0.001823127,0.005827734,0.001716721,0.008543672,0.009301567,0.01370432,0.005714289],"category_scores_gemma":[0.03048979,0.001662619,0.004081141,0.003590877,0.002644125,0.006288168,0.005862273,0.01098127,0.008263146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007179839,"about_ca_system_score_gemma":0.0218026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01759443,"about_ca_topic_score_gemma":0.01640423,"domain_scores_codex":[0.9471656,0.0221505,0.004983822,0.002177278,0.02056294,0.002960002],"domain_scores_gemma":[0.9539788,0.006703062,0.004838726,0.002507752,0.02929963,0.002672058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004674732,0.00111471,0.00206287,0.0111309,0.0002096061,0.001729512,0.001891308,0.004007644,0.0436399,0.01703364,0.5465637,0.3701487],"study_design_scores_gemma":[0.00003415636,0.0002564516,0.001618409,0.004002993,0.0001227766,0.0004022397,0.0008141281,0.0003743157,0.01557823,0.002362841,0.9743392,0.00009427204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009762132,0.3947436,0.111771,0.2972465,0.06753442,0.009716411,0.004481134,0.001326205,0.1034185],"genre_scores_gemma":[0.0313945,0.399139,0.2561442,0.09266221,0.007894424,0.01102387,0.008105281,0.0011779,0.1924586],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0659343,"threshold_uncertainty_score":0.3486981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06180420462349184,"score_gpt":0.3452159719482505,"score_spread":0.2834117673247587,"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."}}