{"id":"W4386471978","doi":"10.1111/vox.13526","title":"Exploring the potential harm of varied blood storage on patients undergoing cardiovascular surgery","year":2023,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Blood Services; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Canadian Blood Services","keywords":"Medicine; Hazard ratio; Proportional hazards model; Confidence interval; Retrospective cohort study; Red blood cell; Statistical significance; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004570677,0.000128485,0.0003158283,0.0002133953,0.0001079808,0.00001324093,0.00008999492,0.0000330702,0.00006991254],"category_scores_gemma":[0.0001317401,0.00009334955,0.0004372102,0.0004650253,0.00003720227,0.00004903153,0.00006002612,0.0001282153,0.00007459262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001450361,"about_ca_system_score_gemma":0.00004059971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007973691,"about_ca_topic_score_gemma":0.000004865059,"domain_scores_codex":[0.998622,0.00007111058,0.0002510411,0.0002336007,0.0005861464,0.0002361026],"domain_scores_gemma":[0.9991599,0.0001541228,0.00004793955,0.0005024901,0.00006239038,0.00007318297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002977987,0.009585377,0.07164606,0.006351296,0.03651998,0.005253568,0.02163176,0.007925525,0.01055572,0.006773138,0.1136701,0.7071095],"study_design_scores_gemma":[0.01037809,0.0009621843,0.8939768,0.0008530426,0.004233638,0.00001621639,0.003121533,0.0002293912,0.01664628,0.0001092657,0.06887976,0.0005938048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951141,0.0001376126,0.0001334019,0.0005977761,0.001002122,0.0004074063,0.000008699218,0.000144747,0.002454101],"genre_scores_gemma":[0.9984162,0.0006281025,0.00003428994,0.0003070635,0.0001549904,0.00004977714,0.00003105211,0.0000309899,0.0003475053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8223307,"threshold_uncertainty_score":0.3806684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0641613759217295,"score_gpt":0.2377384500998027,"score_spread":0.1735770741780732,"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."}}