{"id":"W6907668203","doi":"10.25384/sage.c.6409278.v1","title":"Impact of Preoperative Anemia on Hospitalization, Death, and Overall Survival in Patients With Peripheral Artery Disease Undergoing Endovascular Therapy: A Retrospective Cohort Study in the United States and Canada","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anemia; Retrospective cohort study; Cohort; Cohort study; Multivariate analysis; Proportional hazards model; Coronary artery disease; Univariate analysis; Vascular disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006063981,0.0002742214,0.0004442072,0.001231379,0.001282624,0.0008368432,0.0007351227,0.000398401,0.0009786829],"category_scores_gemma":[0.001931406,0.0003600756,0.0005432604,0.002701639,0.0006840951,0.0003723225,0.000673546,0.0005933914,0.0001099201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004601624,"about_ca_system_score_gemma":0.005794451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7153141,"about_ca_topic_score_gemma":0.7646796,"domain_scores_codex":[0.9992076,0.0000738135,0.00008954173,0.0001728777,0.0002530526,0.0002032608],"domain_scores_gemma":[0.9977556,0.0001599421,0.0008404399,0.0001338727,0.0005886892,0.0005215485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002353924,0.00000783594,0.9994943,0.000003614186,0.00002588887,0.00003727706,0.0000387501,0.0000185188,0.00002939581,0.000007593811,0.00008211702,0.0002311681],"study_design_scores_gemma":[0.000004030151,0.00001777957,0.9993636,0.000007865859,0.00001937194,0.00013378,0.0001891652,0.0001319176,0.00001669418,0.000007296491,0.0001045749,0.000003867451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9981433,0.00025088,0.00004481303,0.00006118857,0.000004004179,0.00001607037,0.001056808,0.000002747293,0.0004201508],"genre_scores_gemma":[0.9988674,0.0001895624,0.00004638674,0.00004089276,0.000004861504,0.000007027073,0.0007695506,0.000001524112,0.00007290611],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2846859,"threshold_uncertainty_score":0.5727248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702117471026651,"score_gpt":0.2734575826884095,"score_spread":0.256436407978143,"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."}}