{"id":"W1921239160","doi":"10.1111/trf.12998","title":"Temporal changes in blood product usage in preterm neonates born at less than 30 weeks' gestation in Canada","year":2015,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia; Mount Sinai Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Gestation; Medicine; Cryoprecipitate; Blood product; Gestational age; Pediatrics; Obstetrics; Anemia; Cohort study; Retrospective cohort study; Pregnancy; Surgery; Internal medicine; Platelet; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000683601,0.0002697974,0.0003722126,0.001591015,0.001331032,0.0009782275,0.001167142,0.0004118008,0.001225974],"category_scores_gemma":[0.003140367,0.0002798346,0.0005322932,0.004334948,0.0005005295,0.0002984298,0.0007696365,0.0006673749,0.0001257791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02280372,"about_ca_system_score_gemma":0.02778985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898006,"about_ca_topic_score_gemma":0.9902052,"domain_scores_codex":[0.9988436,0.00007217193,0.00009162266,0.0002209961,0.0004048955,0.0003668235],"domain_scores_gemma":[0.9965218,0.0002080291,0.001120995,0.00009011979,0.001517311,0.0005417248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000465655,0.000007635706,0.9960262,0.00003488802,0.00002960575,0.00008889983,0.0004160935,0.0000689464,0.0001299962,0.00005426424,0.0004215495,0.002675476],"study_design_scores_gemma":[0.00000150133,0.00001046608,0.9986903,0.00003503165,0.00001320851,0.00007650208,0.0006410173,0.0001351091,0.00004874883,0.00000848091,0.0003343453,0.000005386971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908793,0.00149922,0.0001239503,0.0003785238,0.00001145452,0.00002715288,0.00596806,0.00001273041,0.001099648],"genre_scores_gemma":[0.9961969,0.00129842,0.0002310841,0.0001009943,0.000005078609,0.00002025443,0.001767,0.000005465538,0.0003747947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02280372,"threshold_uncertainty_score":0.1654534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650661161991075,"score_gpt":0.2420787746868661,"score_spread":0.2155721630669554,"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."}}