{"id":"W2533704340","doi":"10.1016/j.cjca.2016.10.018","title":"Moving Beyond SHOCK: New Paradigms in the Management of Acute Myocardial Infarction Complicated by Cardiogenic Shock","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiogenic shock; Revascularization; Cardiology; Myocardial infarction; Internal medicine; Shock (circulatory); Percutaneous coronary intervention; Coronary artery disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001140007,0.000798647,0.001969939,0.00187081,0.0003715969,0.001710056,0.001117208,0.001766382,0.002772303],"category_scores_gemma":[0.002238225,0.0002123165,0.0006929461,0.001823833,0.0009215904,0.001961046,0.0009115348,0.002868547,0.0007256765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006388148,"about_ca_system_score_gemma":0.0017446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478493,"about_ca_topic_score_gemma":0.003482192,"domain_scores_codex":[0.9996232,0.00007784076,0.00006811696,0.00006206918,0.0001385927,0.00003013933],"domain_scores_gemma":[0.9986622,0.0008722751,0.0001523539,0.00001810325,0.0002168117,0.0000782022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001245565,0.0001080502,0.0004094092,0.02018491,0.0001368077,0.0002848181,0.00009688589,0.0003368836,0.0004878473,0.004404327,0.01868777,0.9547376],"study_design_scores_gemma":[0.0001355573,0.0003863559,0.003688686,0.02817409,0.0005753651,0.003414292,0.000476487,0.0005078402,0.0003376022,0.01028928,0.9519241,0.0000901818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005557213,0.9991887,0.00005280635,0.0003778072,0.0001279134,0.000001179846,0.000003272931,0.000001469206,0.0001912645],"genre_scores_gemma":[0.000623841,0.9985666,0.0001104698,0.0002593359,0.0003578549,0.000002135347,0.000006997329,5.313967e-7,0.00007233091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002772303,"threshold_uncertainty_score":0.009274244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145228043743524,"score_gpt":0.2526906697349003,"score_spread":0.231238389297465,"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."}}