{"id":"W4401908669","doi":"10.1002/jso.27840","title":"The impact of perioperative transfusions on the oncologic outcomes of patients with ovarian cancer: A population‐based study","year":2024,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Blood transfusion and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Health Sciences Centre; Sunnybrook Health Science Centre; Sinai Health System; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Mount Sinai Health System","keywords":"Medicine; Perioperative; Ovarian cancer; Cancer; Population; Oncology; Internal medicine; Intensive care medicine; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001049763,0.0002247095,0.0003569858,0.0006591593,0.000370993,0.0007166936,0.0005045694,0.0004505767,0.0006428999],"category_scores_gemma":[0.004530038,0.0003211759,0.0006815675,0.001574593,0.0003330682,0.0005826001,0.0005422739,0.0008932235,0.0001125244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005726328,"about_ca_system_score_gemma":0.0006331396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008187678,"about_ca_topic_score_gemma":0.00891424,"domain_scores_codex":[0.9991404,0.0002591105,0.0001042059,0.0001681935,0.0002244715,0.0001035731],"domain_scores_gemma":[0.9972687,0.0004934496,0.001550593,0.0002243822,0.0002455964,0.0002171622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007388231,0.00002769548,0.9988635,0.0000130494,0.0001026252,0.00003082006,0.00003988183,0.00003380624,0.00004126765,0.00001020552,0.00007821199,0.0006850414],"study_design_scores_gemma":[0.00001107789,0.00008120744,0.9991508,0.00001012848,0.00006761203,0.0001894522,0.0001417079,0.0001777496,0.00001930023,0.00001761118,0.000129531,0.000003767904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987054,0.0005644347,0.00008675255,0.00007022119,0.000007473849,0.000008809135,0.0003566856,0.000002322251,0.000197911],"genre_scores_gemma":[0.9992985,0.000294231,0.00004218506,0.00002867204,0.00001215583,0.000008867736,0.0002804221,0.000001064076,0.00003395207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008187678,"threshold_uncertainty_score":0.01628006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816714880584693,"score_gpt":0.3645460930101477,"score_spread":0.3363789442043008,"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."}}