{"id":"W103045048","doi":"","title":"Left ventricular assist device: can Canada afford this?","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Bridge to transplantation; Heart failure; Heart transplantation; Economic shortage; Transplantation; Ventricular assist device; Destination therapy; Intensive care medicine; Cardiology; Population; Circulatory system; Incidence (geometry); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001270889,0.0003458904,0.000467918,0.0008686251,0.005670061,0.005321326,0.001356561,0.007752364,0.1008057],"category_scores_gemma":[0.0069244,0.0002230447,0.0006432204,0.00118394,0.001489984,0.003126697,0.001768861,0.003889916,0.01062738],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01307637,"about_ca_system_score_gemma":0.09624947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8251735,"about_ca_topic_score_gemma":0.9305094,"domain_scores_codex":[0.998271,0.00008988349,0.00008768403,0.0001074905,0.0008092258,0.0006347281],"domain_scores_gemma":[0.9937651,0.0003302059,0.0001653511,0.0001199183,0.002679565,0.002939816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006406762,0.00007785664,0.003489876,0.0002318271,0.00001276966,0.0005639804,0.0001643703,0.00006504863,0.0003291677,0.02795871,0.8787912,0.08825104],"study_design_scores_gemma":[0.00004404509,0.00001935111,0.00408664,0.0005143979,0.00001671985,0.000243644,0.0006718797,0.00007494752,0.00008605084,0.002925185,0.9912776,0.00003959115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003302212,0.01341908,0.0002879764,0.8554218,0.01073722,0.00006182312,0.002016791,0.0001307229,0.1146225],"genre_scores_gemma":[0.07545638,0.04246069,0.003204139,0.4557848,0.005079261,0.000113942,0.002219647,0.0002465662,0.4154345],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9869236,"threshold_uncertainty_score":0.3517122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150352260962942,"score_gpt":0.1779342268775006,"score_spread":0.1664307042678712,"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."}}