{"id":"W4233167428","doi":"10.1515/iupac.84.0624","title":"Hemolytic Anemia","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Immunology; Medicine; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003012246,0.0004505803,0.00085707,0.0002130355,0.00008490937,0.0000250131,0.0001998352,0.0005619067,0.006092171],"category_scores_gemma":[0.0001807909,0.0003004384,0.0002644207,0.0001793055,0.0001302298,0.00004804394,0.00007451263,0.0006768293,0.00001009266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723659,"about_ca_system_score_gemma":0.0008732771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186334,"about_ca_topic_score_gemma":0.000238694,"domain_scores_codex":[0.9973657,0.00003330008,0.0004525148,0.0005527232,0.001145624,0.000450185],"domain_scores_gemma":[0.9981398,0.0000596928,0.0001334758,0.0009814108,0.0003614888,0.0003241084],"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":[0.0004772949,0.0004078045,0.00002410698,0.0006242754,0.0001165522,0.000570838,0.000005276549,4.075623e-8,0.00007770796,0.000005332033,0.9887915,0.008899269],"study_design_scores_gemma":[0.003662654,0.0006751217,0.0001273935,0.00140374,0.0007470496,0.0002692984,0.000007699959,0.000001364915,0.0000942046,0.00006290896,0.992605,0.0003436004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006229662,0.001230815,0.00007105721,0.002089025,0.0006587592,0.0004654689,0.9946042,0.00009160922,0.0001661354],"genre_scores_gemma":[0.0001447202,0.002035527,0.00006155944,0.0009772324,0.001593405,0.000009996119,0.9941118,0.00005814198,0.001007604],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008555668,"threshold_uncertainty_score":0.9999447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161350619719892,"score_gpt":0.3834853440692247,"score_spread":0.3718718378720258,"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."}}