{"id":"W1990360274","doi":"10.1097/01.mat.0000104847.87144.61","title":"Is Center Specific Implantation Volume a Predictor of Clinical Outcomes with Mechanical Circulatory Support?","year":2004,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Confidence interval; Medicine; Implant; Odds ratio; Single Center; Cohort; Ventricular assist device; Center (category theory); Cardiology; Internal medicine; Nuclear medicine; Surgery; Heart failure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001676117,0.0002137665,0.0003807091,0.0007084666,0.0001788018,0.0007284006,0.000442099,0.0005069485,0.001518439],"category_scores_gemma":[0.01044118,0.0001533937,0.0005526772,0.0009428756,0.0003710418,0.0006839478,0.0004338248,0.0005736836,0.0002243312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801281,"about_ca_system_score_gemma":0.000383883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006520844,"about_ca_topic_score_gemma":0.0008739566,"domain_scores_codex":[0.9989952,0.0003713699,0.0001291361,0.0001615321,0.000201606,0.0001411105],"domain_scores_gemma":[0.9852487,0.005513935,0.006846655,0.0007489424,0.0005347909,0.001106954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001015813,0.00001510018,0.9974319,0.000005190436,0.00004825998,0.00002629915,0.00001738803,0.00009752587,0.00008036126,0.00001558654,0.00004517757,0.002115636],"study_design_scores_gemma":[0.000004967795,0.0002029017,0.9985092,0.000007740241,0.00005766023,0.0002532861,0.00009524596,0.000586435,0.00007826072,0.00006549431,0.0001326047,0.000006181489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983417,0.0005788056,0.0004335361,0.00009377906,0.00001684284,0.000004658581,0.0001064296,0.000007987207,0.0004161867],"genre_scores_gemma":[0.9995639,0.00009724315,0.0001133716,0.00001782487,0.00003840545,0.000002719909,0.0001155904,0.000003969827,0.00004691603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001676117,"threshold_uncertainty_score":0.008864224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271719764685014,"score_gpt":0.2810557161801659,"score_spread":0.2483385185333158,"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."}}