{"id":"W4321485174","doi":"10.1017/9781108975780.012","title":"Alloimmunization","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Obstetrics; Medicine; First trimester; Tertiary care; Gestation; Gynecology; Prenatal diagnosis; Pregnancy; Fetus; Family medicine; Biology","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":[0.0003184179,0.0004040058,0.0002168581,0.000430315,0.0005147228,0.0008613113,0.0005669703,0.0009499073,0.04859092],"category_scores_gemma":[0.00107463,0.0001205182,0.0004058981,0.0003129635,0.0003382344,0.0005416739,0.0006435252,0.001983783,0.01492407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004992423,"about_ca_system_score_gemma":0.0004201887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009708705,"about_ca_topic_score_gemma":0.001414689,"domain_scores_codex":[0.9997699,0.00006286074,0.00001141733,0.00003705673,0.00007258158,0.00004619712],"domain_scores_gemma":[0.9996785,0.0001176768,0.00002812406,0.00003687113,0.00005691076,0.00008188703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001442626,0.0002513368,0.002453937,0.000343008,0.00002733036,0.007545289,0.0005734151,0.0001622439,0.003165244,0.0175794,0.4094382,0.5583163],"study_design_scores_gemma":[0.00002029775,0.00008792161,0.001416167,0.0002397424,0.00001501613,0.02539569,0.0001115483,0.00006914188,0.0007896165,0.003855244,0.9679924,0.000007124446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01524831,0.08836631,0.006754355,0.02642353,0.008962743,0.0001411516,0.0003614237,0.0007535487,0.8529886],"genre_scores_gemma":[0.1363476,0.05522065,0.005752683,0.04166979,0.004910911,0.0001692551,0.0008109481,0.0004258758,0.7546923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04859092,"threshold_uncertainty_score":0.1625528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592384100850375,"score_gpt":0.2018879511367722,"score_spread":0.1759641101282684,"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."}}