{"id":"W7115816848","doi":"","title":"EFFECTS OF CHEMOTHERAPY ON RED BLOOD CELL ALLOIMMUNIZATION IN CHILDREN","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Chemotherapy; Cohort; Retrospective cohort study; Logistic regression; Antibody; Cohort study; Medical record; Incidence (geometry)","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":[0.0000585257,0.0002731312,0.0004842588,0.0003309002,0.00003049536,0.000007499385,0.0001665466,0.0004014242,0.003471546],"category_scores_gemma":[0.000007164071,0.0002858699,0.0001280454,0.0005426916,0.00002152833,0.00006801813,0.00001537272,0.0003563311,0.00001162722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007342975,"about_ca_system_score_gemma":0.0001094218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002309119,"about_ca_topic_score_gemma":0.0001517907,"domain_scores_codex":[0.9989137,0.00006489692,0.0002054719,0.0003408971,0.0002873129,0.0001877046],"domain_scores_gemma":[0.9993587,0.0000259487,0.0001691202,0.0002412542,0.0001142263,0.00009076301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01763583,0.0115889,0.1692219,0.007165034,0.002125332,0.0007981331,0.008147242,0.0001183995,0.1511,0.000626681,0.001386217,0.6300863],"study_design_scores_gemma":[0.05851734,0.003963667,0.6325184,0.004335798,0.003144659,0.00002007741,0.001827298,0.00005197727,0.2721803,0.0001322185,0.02212078,0.001187479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7583423,0.0002627276,0.000006860254,0.00002825404,0.0001014779,0.0007760512,0.000006112616,0.00003441677,0.2404418],"genre_scores_gemma":[0.7075028,0.0005409907,0.0002023283,0.00007432956,0.00006003266,0.000001544976,0.0008518239,0.00007813802,0.2906881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6288989,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004069531891548112,"score_gpt":0.1904757313864378,"score_spread":0.1864061994948897,"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."}}