{"id":"W2165295339","doi":"10.1016/j.cjca.2014.07.438","title":"CENTRIMAG VENTRICULAR ASSIST SUPPORT AS A SHORT-TERM OPTION FOR MECHANICAL CIRCULATORY ASSISTANCE: THE TORONTO GENERAL HOSPITAL EXPERIENCE","year":2014,"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":"Toronto Public Health","funders":"","keywords":"Medicine; Ventricular assist device; Extracorporeal membrane oxygenation; Cardiology; Internal medicine; Mechanical ventilation; Heart failure; Surgery","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":[0.000380379,0.0005157386,0.0002422402,0.0003315611,0.002198049,0.001555515,0.0006206228,0.001152195,0.005059413],"category_scores_gemma":[0.001282797,0.0002295702,0.000350579,0.0007532469,0.0009076802,0.0007288661,0.00094367,0.001466832,0.0004179761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006164903,"about_ca_system_score_gemma":0.004754347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07630557,"about_ca_topic_score_gemma":0.4001455,"domain_scores_codex":[0.9995458,0.00006439202,0.00003092623,0.00004582384,0.00009967013,0.0002134199],"domain_scores_gemma":[0.9984431,0.0001242388,0.0001131444,0.00003211266,0.0001135572,0.001173886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00199612,0.002733223,0.5694835,0.0006604936,0.0002502343,0.2040752,0.02051682,0.002436832,0.007259179,0.005127654,0.03268744,0.1527733],"study_design_scores_gemma":[0.0002363097,0.004442141,0.8019968,0.0006588277,0.0001563112,0.1212094,0.02535948,0.001847811,0.001023145,0.0008726966,0.04197912,0.0002180165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730599,0.004400678,0.0003990674,0.004382763,0.0002554906,0.00004631725,0.000313506,0.00001689646,0.01712539],"genre_scores_gemma":[0.9909814,0.00322186,0.0005330027,0.0009458223,0.0002334428,0.00001433743,0.0002877394,0.00001975249,0.003762589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07630557,"threshold_uncertainty_score":0.1517228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105154581739994,"score_gpt":0.2309153762252332,"score_spread":0.2198638304078332,"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."}}