{"id":"W1970024512","doi":"10.1378/chest.07-1336","title":"Hemodynamic Parameters Are Prognostically Important in Cardiogenic Shock But Similar Following Early Revascularization or Initial Medical Stabilization","year":2007,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University Health Network; Toronto General Hospital; University of Toronto; Vancouver General Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiogenic shock; Hemodynamics; Cardiology; Odds ratio; Confidence interval; Internal medicine; Myocardial infarction; Revascularization; Shock (circulatory); Stroke (engine); Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.002104448,0.0002416261,0.0004129231,0.0002301733,0.00008615822,0.00009927907,0.0002623998,0.0003238358,0.0001435581],"category_scores_gemma":[0.001454082,0.0002163373,0.0002428401,0.0004704479,0.00003368571,0.000336896,0.0000338786,0.0007012138,0.00001134832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003060192,"about_ca_system_score_gemma":0.000175515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005276178,"about_ca_topic_score_gemma":0.0001303633,"domain_scores_codex":[0.9971235,0.000070407,0.001048597,0.0002590439,0.0009522556,0.0005462365],"domain_scores_gemma":[0.9988881,0.0002076677,0.0001384507,0.0002219062,0.00008221374,0.0004616174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001806153,0.0002123416,0.9536504,0.0006634935,0.0006606862,0.01161795,0.0007895284,0.01631088,0.006367545,0.0001311468,0.00004072346,0.009374735],"study_design_scores_gemma":[0.005298357,0.0003987355,0.6743718,0.001608546,0.0005844046,0.002396399,0.001175333,0.2999744,0.01006541,0.001636704,0.0005823887,0.001907424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8786458,0.0003552421,0.1198617,0.00004583399,0.0006351776,0.000264197,0.000003481464,0.0001191005,0.00006952185],"genre_scores_gemma":[0.9975351,0.00004275998,0.002026904,0.00008357795,0.0002161006,0.000008803251,0.00001868166,0.00006508866,0.000002950883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2836636,"threshold_uncertainty_score":0.882198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809866220113503,"score_gpt":0.2554417950264076,"score_spread":0.2373431328252726,"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."}}