{"id":"W1978400065","doi":"10.1097/imi.0000000000000086","title":"Minimal-Access Left Ventricular Assist Device Implantation","year":2014,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Ventricular assist device; Cardiology; Internal medicine; Medicine; 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":[0.0002815926,0.0003241848,0.0003052974,0.0002934151,0.0001982808,0.0003692141,0.0002992044,0.0001799962,0.003506205],"category_scores_gemma":[0.0009484288,0.00006581937,0.0002329092,0.0001472684,0.000203081,0.000226285,0.0004307131,0.000280582,0.0005103768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551552,"about_ca_system_score_gemma":0.0003141305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009859345,"about_ca_topic_score_gemma":0.0002134929,"domain_scores_codex":[0.9997502,0.00002937755,0.00003857572,0.0000519456,0.00008319705,0.00004670921],"domain_scores_gemma":[0.9992441,0.0001959427,0.0002476371,0.00006100536,0.00005214916,0.0001991182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003007646,0.0006810021,0.7156863,0.0008879511,0.0003930197,0.01022579,0.0002336671,0.001100556,0.04006475,0.0009296112,0.002980608,0.2238091],"study_design_scores_gemma":[0.0004102108,0.009715142,0.8264891,0.0003933415,0.0002630984,0.1270448,0.0002451657,0.002398449,0.01201191,0.001089791,0.01987849,0.00006055777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846839,0.004331006,0.005533408,0.0001475007,0.0000846012,0.00005826607,0.0003611069,0.0001125269,0.004687587],"genre_scores_gemma":[0.9965592,0.0006102429,0.001299561,0.0001231535,0.0001408012,0.00002679472,0.0005290023,0.000006854127,0.0007043077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003506205,"threshold_uncertainty_score":0.01172948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608609907567941,"score_gpt":0.2743026658942039,"score_spread":0.2582165668185245,"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."}}