{"id":"W4399669437","doi":"10.1001/jamanetworkopen.2024.17431","title":"Clinical Practice Guideline for Red Blood Cell Transfusion Thresholds in Very Preterm Neonates","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Blood transfusion and management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Guideline; Randomized controlled trial; Hematocrit; Grading (engineering); Pediatrics; Anemia; Clinical trial; Intensive care medicine; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00367453,0.0002071766,0.0004763619,0.00008599375,0.00007641284,0.0002241531,0.0003382938,0.0002440271,0.0003141486],"category_scores_gemma":[0.000176817,0.000172378,0.0002110423,0.0003995293,0.00003499596,0.0004038571,0.0001773648,0.0004942655,0.00002903004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002677365,"about_ca_system_score_gemma":0.0001427805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000169727,"about_ca_topic_score_gemma":0.0001813636,"domain_scores_codex":[0.9975443,0.0001569123,0.001017558,0.0006184229,0.0002710093,0.0003917277],"domain_scores_gemma":[0.9985378,0.0006737923,0.00007705207,0.000438098,0.0001120668,0.0001611662],"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":[0.007479428,0.001798122,0.008529018,0.0008105668,0.0005540976,0.001047297,0.0005849847,0.0004235191,0.0004247242,0.002408208,0.7557886,0.2201515],"study_design_scores_gemma":[0.009371112,0.0009435183,0.003534022,0.001031057,0.0008636477,0.00004643092,0.0001482259,0.007191984,0.000175035,0.0006103569,0.9758609,0.0002237282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2181872,0.02264054,0.01598849,0.3165867,0.007203106,0.02384124,0.00006393219,0.000716273,0.3947725],"genre_scores_gemma":[0.7173862,0.02579932,0.1810891,0.05470641,0.005083697,0.001041713,0.0005102362,0.0002452936,0.01413801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.499199,"threshold_uncertainty_score":0.7029373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319984460747501,"score_gpt":0.3712673052289163,"score_spread":0.3380674606214413,"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."}}