{"id":"W3207362897","doi":"10.1016/j.cjca.2021.07.210","title":"STERNUM-SPARING LEFT VENTRICULAR ASSIST DEVICE INSERTION REDUCES BLOOD LOSS AND PERIOPERATIVE TRANSFUSIONS: INITIAL CANADIAN EXPERIENCE","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Perioperative; Surgery; Destination therapy; Ventricular assist device; Median sternotomy; Sternum; Transplantation; Heart failure; Cardiology; Heart transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009108855,0.0007763045,0.0006071109,0.0004924341,0.002437661,0.001364402,0.0007667417,0.0007943852,0.003761305],"category_scores_gemma":[0.002748135,0.0002206609,0.0005913827,0.001483715,0.0008954505,0.0004203602,0.0005100024,0.001384849,0.0003946307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01207963,"about_ca_system_score_gemma":0.01711687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.701883,"about_ca_topic_score_gemma":0.863759,"domain_scores_codex":[0.9992223,0.00008139927,0.00003941865,0.00007164714,0.0003963909,0.0001888373],"domain_scores_gemma":[0.9988388,0.0001502426,0.00008163292,0.00003154637,0.0004797691,0.0004179966],"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":[0.01210223,0.01004738,0.2031981,0.001773962,0.001159358,0.007777993,0.007576659,0.001960586,0.009490619,0.002934441,0.05016023,0.6918185],"study_design_scores_gemma":[0.006755202,0.02249933,0.7220197,0.002091123,0.002321529,0.02534417,0.008196767,0.002823877,0.005552744,0.001155015,0.2006838,0.0005567493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415188,0.01590477,0.001202732,0.005327694,0.0003903499,0.0003172318,0.001101381,0.00004390908,0.03419308],"genre_scores_gemma":[0.954518,0.03063868,0.004302751,0.002227326,0.0003197446,0.00008717863,0.001322666,0.00007795073,0.006505715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.298117,"threshold_uncertainty_score":0.5997453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837225461616199,"score_gpt":0.2329912911036361,"score_spread":0.2146190364874741,"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."}}