{"id":"W2312918222","doi":"10.1227/neu.0b013e31820cccb2","title":"Packed Red Blood Cell Transfusion and Decreased Mortality in Intracerebral Hemorrhage","year":2011,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Blood transfusion and management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Intracerebral hemorrhage; Anemia; Packed red blood cells; Odds ratio; Blood transfusion; Clinical endpoint; Confidence interval; Subarachnoid hemorrhage; Surgery; Anesthesia; Internal medicine; Randomized controlled trial","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":[],"consensus_categories":[],"category_scores_codex":[0.0002613013,0.0001726955,0.0003197059,0.0001636907,0.00004070736,0.00001085104,0.00004869017,0.00008913016,0.0005553414],"category_scores_gemma":[0.0000338675,0.000158215,0.00009355292,0.0002039887,0.00005838412,0.00007783109,0.00002460384,0.0002252535,0.00001003698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000070611,"about_ca_system_score_gemma":0.00003170614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002963416,"about_ca_topic_score_gemma":0.00009434074,"domain_scores_codex":[0.9987248,0.00007999167,0.000335336,0.0003796583,0.0002056394,0.0002746441],"domain_scores_gemma":[0.9993605,0.00004059842,0.00004314376,0.0003127106,0.00002052191,0.0002225487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006075755,0.002746841,0.9069657,0.0005114917,0.00003653442,0.002488129,0.0006943257,2.803558e-7,0.07902202,0.0001400473,0.0004594296,0.006327565],"study_design_scores_gemma":[0.003700428,0.0001811648,0.9586203,0.000047144,0.0002340263,0.00006465666,0.00007777806,0.0001037706,0.03634638,0.00008918814,0.0003605867,0.0001745534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887338,0.00006291352,0.00003576189,0.0003356972,0.0002247313,0.0004840489,0.000004158789,0.00009658803,0.01002233],"genre_scores_gemma":[0.9975124,0.000376276,0.0003833332,0.001401335,0.0000329407,0.00002318548,0.00001090546,0.00002691665,0.0002327316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05165456,"threshold_uncertainty_score":0.6451819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02934211076812051,"score_gpt":0.230301683978128,"score_spread":0.2009595732100075,"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."}}