{"id":"W2237336588","doi":"10.1016/j.tmrv.2015.11.002","title":"Rationale and Design of the Informing Fresh versus Old Red Cell Management (INFORM) Trial: An International Pragmatic Randomized Trial","year":2015,"lang":"en","type":"article","venue":"Transfusion Medicine Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; University of Waterloo; McMaster University; Population Health Research Institute; Thrombosis and Atherosclerosis Research Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Observational study; Randomized controlled trial; Blood management; Red blood cell; Blood transfusion; Red Blood Cell Transfusion; Harm; Intensive care medicine; Clinical trial; Emergency medicine; Surgery; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00504165,0.00024495,0.001096802,0.0002031727,0.00007535496,0.00001380633,0.0002505541,0.0000787321,0.0004312388],"category_scores_gemma":[0.0005336398,0.0001330053,0.0002231867,0.0002928903,0.0001821571,0.0002005367,0.00004559068,0.000191026,0.000008707564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004516601,"about_ca_system_score_gemma":0.00006825997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033875,"about_ca_topic_score_gemma":0.00003916886,"domain_scores_codex":[0.9967798,0.0004443986,0.001408295,0.0002655099,0.0009263752,0.0001756435],"domain_scores_gemma":[0.9985324,0.0002459941,0.0003578287,0.0005117962,0.000128253,0.0002237434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9660709,0.0003758862,0.00001117756,0.0006983921,0.0001653268,0.000005216333,0.002152378,0.00001804373,0.0002595194,0.001874852,0.005728218,0.02264012],"study_design_scores_gemma":[0.9047735,0.00157715,0.0000220131,0.0007513598,0.001210529,0.00000674738,0.0006337877,0.0005781177,0.0001238704,0.000136013,0.09006829,0.000118672],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3391721,0.02014762,0.102621,0.04745943,0.02005437,0.2157067,0.0000245932,0.000421226,0.254393],"genre_scores_gemma":[0.04555803,0.876091,0.04094512,0.008811499,0.002751021,0.006122313,0.0004446663,0.0001746288,0.01910172],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8559434,"threshold_uncertainty_score":0.5423801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09341084590090158,"score_gpt":0.336270089472445,"score_spread":0.2428592435715434,"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."}}