{"id":"W4232296817","doi":"10.1515/iupac.84.0452","title":"Coombs Test","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Medicine; Immunology; Immune system; Philosophy; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007709216,0.0007085138,0.001089135,0.0003773516,0.0004055344,0.00003132112,0.0009547227,0.001901931,0.02629782],"category_scores_gemma":[0.003027177,0.0005227745,0.0003238116,0.0001905605,0.0009560308,0.0001029151,0.0003906789,0.001339714,0.0002636262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003232608,"about_ca_system_score_gemma":0.001312526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007845488,"about_ca_topic_score_gemma":0.0001479573,"domain_scores_codex":[0.997015,0.0004694158,0.0007525747,0.0006860435,0.000161419,0.0009155458],"domain_scores_gemma":[0.99665,0.001098323,0.000434396,0.001335186,0.0004367298,0.00004534065],"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":[0.001042724,0.000650688,0.00002085024,0.00006166899,0.0004985667,0.00007133721,0.00001059767,4.852946e-8,0.009665572,0.000009858217,0.9847755,0.00319257],"study_design_scores_gemma":[0.002598109,0.0009795488,0.0001831688,0.000356298,0.0002283137,0.0002875031,0.00002378078,2.76596e-8,0.004716043,0.00004921318,0.9899223,0.0006556812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003552952,0.01488346,0.00001690332,0.0007112006,0.00359446,0.0004217794,0.9797645,0.0001475358,0.0001049204],"genre_scores_gemma":[0.0001619848,0.002954348,0.000004647233,0.0005811873,0.0002429776,0.00004492562,0.9823483,0.0000536561,0.01360799],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02603419,"threshold_uncertainty_score":0.9997224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040491218646906,"score_gpt":0.366682506213029,"score_spread":0.35627759402656,"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."}}