{"id":"W4360823663","doi":"10.1159/000530305","title":"Outcomes of Left Main Revascularization in Patients with Anemia: Gulf Left Main Registry","year":2023,"lang":"en","type":"article","venue":"Cardiology","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Public Health Ontario; Trillium Health Centre","funders":"","keywords":"Medicine; Interquartile range; Anemia; Conventional PCI; Revascularization; Percutaneous coronary intervention; Internal medicine; Cardiology; Heart failure; Coronary artery disease; Surgery; Myocardial infarction","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":[0.0002513623,0.0001349353,0.000550248,0.0001241013,0.00002451252,0.00000216066,0.00005919668,0.0001756534,0.00003790054],"category_scores_gemma":[0.0001666735,0.00009802066,0.000103585,0.0001483246,0.0001307274,0.00002038305,0.00003786121,0.00014116,0.00003012926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028912,"about_ca_system_score_gemma":0.00006647949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001841743,"about_ca_topic_score_gemma":0.00001794652,"domain_scores_codex":[0.9989796,0.0001167219,0.0002438127,0.0002552875,0.0001644257,0.0002401444],"domain_scores_gemma":[0.9993552,0.00008043392,0.00006993837,0.000385489,0.00005357254,0.00005538678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006841979,0.00004527306,0.9964322,0.00009018035,0.0001131895,0.0002604054,0.0001220523,0.0001182226,0.0001884809,0.00007470804,0.002100168,0.000386697],"study_design_scores_gemma":[0.003408159,0.0003067054,0.9947424,0.00007414793,0.00009351672,0.00008513213,0.0002174612,0.000007113243,0.0001484383,0.0000876281,0.0007374304,0.00009189787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964854,0.00006342244,0.000176642,0.0009485169,0.0001315682,0.0003465247,0.00002713381,0.00004920152,0.001771638],"genre_scores_gemma":[0.9972567,0.00009055578,0.0004275997,0.0001447929,0.00004941805,0.000007953494,0.0004351875,0.0000207295,0.001567066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00333974,"threshold_uncertainty_score":0.3997166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009140149965462616,"score_gpt":0.2459638138024098,"score_spread":0.2368236638369472,"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."}}