{"id":"W2296339795","doi":"10.4414/smw.2016.14292","title":"Mechanical circulatory support for destination therapy: why are we so late?","year":2016,"lang":"en","type":"letter","venue":"Swiss Medical Weekly","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Circulatory system; Destination therapy; Intensive care medicine; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001190776,0.0008921681,0.001231316,0.0002880237,0.0001638099,0.0001074305,0.001223701,0.00353434,0.006319603],"category_scores_gemma":[0.0005086745,0.0007331008,0.0006000256,0.000227283,0.0001866951,0.0002093472,0.0001093288,0.002430402,0.0004764813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011378,"about_ca_system_score_gemma":0.0004154322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005898722,"about_ca_topic_score_gemma":0.00001183399,"domain_scores_codex":[0.9940692,0.0001749393,0.00119049,0.001064335,0.002151641,0.001349454],"domain_scores_gemma":[0.9969328,0.0008454964,0.0003011721,0.001014777,0.0002179939,0.0006877743],"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":[0.00001199267,0.00002782436,0.0000507987,0.0008616924,0.0002665439,0.0003077711,0.00002612461,0.000006242519,0.0003863332,0.0001973961,0.9810309,0.01682632],"study_design_scores_gemma":[0.001121344,0.0001222486,0.00006047874,0.0006024979,0.0001030115,0.0000639162,0.000007260358,0.002596292,0.0003696449,0.008394645,0.9855986,0.0009601057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000465653,0.00231389,0.04881226,0.933799,0.008607204,0.002038476,0.000411101,0.00232508,0.00122734],"genre_scores_gemma":[0.0503402,0.0006578444,0.0008471053,0.9095461,0.03083009,0.001258515,0.001456038,0.001207423,0.00385665],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04987454,"threshold_uncertainty_score":0.999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024570469318581,"score_gpt":0.2558816649458065,"score_spread":0.2256359602526207,"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."}}