{"id":"W3120354109","doi":"10.1371/journal.pone.0243782","title":"Patient harm associated with serial phlebotomy and blood waste in the intensive care unit: A retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Phlebotomy; Medicine; Intensive care unit; Retrospective cohort study; Blood volume; Emergency medicine; Cohort study; Blood transfusion; Intensive care; Internal medicine; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001714336,0.0003846846,0.0005985025,0.001139483,0.0007003906,0.001133723,0.0007052359,0.0005838096,0.001033102],"category_scores_gemma":[0.00498956,0.0005908498,0.0008407339,0.001751393,0.0004292357,0.001026303,0.000876694,0.0009798332,0.0001809986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006304102,"about_ca_system_score_gemma":0.0007754472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00408734,"about_ca_topic_score_gemma":0.003787542,"domain_scores_codex":[0.9982777,0.0004098007,0.0002973155,0.000432229,0.0003300837,0.0002529314],"domain_scores_gemma":[0.9947951,0.000647608,0.003002667,0.0005467536,0.0004486309,0.0005592636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005522668,0.00002423839,0.9995303,0.000004460136,0.00003614228,0.00005237795,0.00003934066,0.0000120412,0.00003219452,0.000006320002,0.0000317404,0.0001757383],"study_design_scores_gemma":[0.00001100774,0.0002790584,0.9983118,0.00001140343,0.0000537319,0.0005809623,0.0003261273,0.0002288933,0.00004992112,0.00001900656,0.0001195725,0.000008634094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994001,0.0001095707,0.00008689299,0.00001875279,0.000003927314,0.00002113496,0.0002409019,0.000002053443,0.0001166135],"genre_scores_gemma":[0.9993885,0.00007356289,0.000110424,0.00003185619,0.000008815126,0.00002343269,0.0003199952,0.000002231167,0.00004125667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00408734,"threshold_uncertainty_score":0.009066343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03412068928765238,"score_gpt":0.2561154003567017,"score_spread":0.2219947110690493,"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."}}