{"id":"W4385437691","doi":"10.1051/ject/200840068","title":"On-Line Autotransfusion Waste Calculator","year":2008,"lang":"en","type":"article","venue":"Journal of ExtraCorporeal Technology","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Platelet; Autotransfusion; Blood product; Fresh frozen plasma; Whole blood; Hematocrit; Blood proteins; Cryoprecipitate; Extracorporeal circulation; Blood cell; Biomedical engineering; Fibrinogen; Chemistry; Medicine; Surgery; Blood transfusion; Immunology; Internal 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":[0.0006669556,0.001191901,0.0005806581,0.0008658255,0.0003021914,0.001355659,0.001953208,0.0005151908,0.03751596],"category_scores_gemma":[0.002382637,0.0004638833,0.000473967,0.0007091677,0.0001524841,0.0007611311,0.00061549,0.0005787323,0.006367636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007649774,"about_ca_system_score_gemma":0.0009729452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00325731,"about_ca_topic_score_gemma":0.001937228,"domain_scores_codex":[0.9996382,0.00006345172,0.00003027059,0.00008915961,0.0001418238,0.00003709658],"domain_scores_gemma":[0.9986199,0.0005914161,0.0001284461,0.0001666408,0.0004148539,0.00007874287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002821097,0.001290892,0.04508376,0.0008882481,0.000202573,0.0008358393,0.0005435721,0.3814456,0.013822,0.01511148,0.1684519,0.369503],"study_design_scores_gemma":[0.00028735,0.0001664444,0.004652939,0.00008577765,0.0000790566,0.0002490752,0.00006726001,0.9076722,0.02254632,0.003765353,0.06034742,0.00008071709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.1737599,0.0005097329,0.48853,0.000503972,0.0003280132,0.001823622,0.0225872,0.2044645,0.1074929],"genre_scores_gemma":[0.7137802,0.0005145886,0.2155836,0.0004255362,0.00007183876,0.001789547,0.013578,0.007939588,0.04631714],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03751596,"threshold_uncertainty_score":0.1255034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02975992855084708,"score_gpt":0.280577147300734,"score_spread":0.2508172187498869,"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."}}