{"id":"W2028259055","doi":"10.1007/s00134-004-2388-0","title":"Coagulation disorders of cardiopulmonary bypass: a review","year":2004,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":400,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University Health Network; Toronto General Hospital; University of Toronto; Health Sciences Centre; McMaster University Medical Centre","funders":"","keywords":"Medicine; Cardiopulmonary bypass; Pain medicine; Anesthesiology; Coagulation Disorder; Intensive care medicine; Coagulation; Anesthesia; Cardiology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003115783,0.0006662359,0.006199107,0.0004389355,0.00003578486,0.000002053909,0.0001701192,0.0003897479,0.0001831091],"category_scores_gemma":[0.00147108,0.0004640093,0.001865555,0.0006705198,0.0004123486,0.00004704138,0.00009361353,0.0006164656,0.00002333007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645607,"about_ca_system_score_gemma":0.0007148928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002626719,"about_ca_topic_score_gemma":0.00000506794,"domain_scores_codex":[0.996825,0.0001919557,0.001383269,0.0005904051,0.0007016315,0.0003077345],"domain_scores_gemma":[0.9946386,0.0002400372,0.0007000744,0.0009485196,0.003274942,0.0001978775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002315082,0.00001272655,0.0000352499,0.1901749,0.0003903637,0.0001817704,0.0001197804,5.747458e-8,7.126782e-7,0.00003158548,0.01864911,0.7903806],"study_design_scores_gemma":[0.0002193431,0.0003653152,0.00006967831,0.3856453,0.005557407,0.000587553,0.0005207421,6.584667e-8,9.620341e-7,0.00002610832,0.6067932,0.0002143757],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001335884,0.9898446,0.00007367837,0.001355626,0.000737187,0.002767621,0.0000837297,0.0001585396,0.004977747],"genre_scores_gemma":[0.0003482107,0.9946786,0.00004894424,0.001924985,0.0004284362,0.0002493701,0.002014329,0.0001094383,0.0001976612],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7901663,"threshold_uncertainty_score":0.9997812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295203626607947,"score_gpt":0.3498632289812857,"score_spread":0.3169111927152062,"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."}}