{"id":"W2045656301","doi":"10.1186/cc5572","title":"Transfusion profiles in intensive care units from a university hospital","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care; Emergency medicine; Intensive care unit; Medical emergency; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002987877,0.0001819014,0.0002921166,0.0007474152,0.0007154022,0.0006162109,0.0002071547,0.0002775553,0.002025094],"category_scores_gemma":[0.00314501,0.0001944889,0.0002028606,0.0008213487,0.0002375479,0.0003083733,0.0005331981,0.0003873099,0.0002393475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008703583,"about_ca_system_score_gemma":0.0007431634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007930315,"about_ca_topic_score_gemma":0.009818603,"domain_scores_codex":[0.9995753,0.00009544491,0.00006796815,0.00006208977,0.00009135235,0.0001077765],"domain_scores_gemma":[0.9983969,0.0002143543,0.0006386415,0.00004249819,0.0002460424,0.0004614929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008066342,0.00006201682,0.9955172,0.00001830567,0.00001433642,0.0003757832,0.0009692246,0.0000259484,0.0002926635,0.00003593386,0.0002099595,0.002397958],"study_design_scores_gemma":[0.000008869791,0.000225805,0.9960291,0.00003091677,0.00001562874,0.0008191052,0.002171708,0.0001129613,0.0001287806,0.00003165257,0.000415823,0.000009677085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993846,0.00009724982,0.00001733033,0.00005152737,0.000002615132,0.00000922766,0.0000852614,0.000001676879,0.0003504471],"genre_scores_gemma":[0.9995752,0.000100849,0.00003577249,0.00006553366,0.000004866601,0.0000080422,0.0001050735,0.000001231776,0.0001033993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007930315,"threshold_uncertainty_score":0.01576829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722187341547034,"score_gpt":0.2708798740724126,"score_spread":0.2536580006569423,"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."}}