{"id":"W4300186370","doi":"","title":"Left Ventricular Assist Devices for Destination Therapy: A Health Technology Assessment.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Destination therapy; Heart failure; Intensive care medicine; Ventricular assist device; Heart transplantation; Transplantation; Quality of life (healthcare); Adverse effect; Cardiology; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004489072,0.0001232033,0.0001876644,0.0001476672,0.00006301558,0.00002417305,0.0001744694,0.00009561113,0.00003361542],"category_scores_gemma":[0.00007043767,0.00008992392,0.00005496675,0.0001674946,0.00001918624,0.0001409716,0.0000155498,0.00006291305,0.00000961502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877991,"about_ca_system_score_gemma":0.00002889129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001510935,"about_ca_topic_score_gemma":0.0000153628,"domain_scores_codex":[0.9989653,0.00002471235,0.0002457415,0.0002026572,0.0001445052,0.0004170866],"domain_scores_gemma":[0.9994642,0.00009203839,0.00007321795,0.0002116392,0.00004876845,0.0001101521],"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":[0.00000403051,0.00004016277,0.1016014,0.0001070628,0.00008807137,0.000003395447,0.00000747274,0.00002634747,0.0002259368,0.005084583,0.0007507337,0.8920608],"study_design_scores_gemma":[0.001276167,0.00005664342,0.8288696,0.00003634223,0.00001917911,0.0000246901,0.00003132603,0.001064537,0.004188204,0.004250108,0.1598364,0.0003467585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.622062,0.00574808,0.3461416,0.0126198,0.002028004,0.006082814,0.00007866286,0.003382454,0.001856542],"genre_scores_gemma":[0.9968101,0.00001247081,0.001263843,0.000158485,0.00008343558,0.001585252,0.000007950039,0.00003229923,0.00004612471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.891714,"threshold_uncertainty_score":0.3666991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931163866960505,"score_gpt":0.2617769198126008,"score_spread":0.2324652811429958,"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."}}