{"id":"W4410898595","doi":"10.1002/ejhf.3692","title":"Lung Ultrasound and Mortality in a Cardiogenic Shock Population: A Prospective Registry-Based Analysis","year":2025,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Cardiogenic shock; Confidence interval; Univariate analysis; Prospective cohort study; Proportional hazards model; Population; Epidemiology; Cardiology; Multivariate analysis; Myocardial infarction","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":[0.001147581,0.0001244453,0.0005194329,0.000314283,0.00006885717,0.00004036384,0.0001024854,0.00004189484,0.00006485631],"category_scores_gemma":[0.0006890813,0.000105064,0.0003164306,0.001132646,0.00009071751,0.00007169421,0.00002066037,0.0004700947,0.000004297567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111784,"about_ca_system_score_gemma":0.0001211819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003086614,"about_ca_topic_score_gemma":0.00007874101,"domain_scores_codex":[0.9983493,0.0002895248,0.0007281659,0.0002338655,0.0002527512,0.0001464081],"domain_scores_gemma":[0.9987302,0.0003441729,0.0002177152,0.0003642284,0.0002124022,0.0001312181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000854489,0.0001079476,0.9952152,0.00003558578,0.0005811863,0.00004079134,0.00005732472,0.0002277235,0.0007250961,0.00009341427,0.00277947,0.000050858],"study_design_scores_gemma":[0.00131609,0.0001085158,0.9910383,0.0001247335,0.001177432,0.00009254523,0.0000833745,0.0001025307,0.00006608666,0.0001598223,0.005651026,0.00007957635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912076,0.0004142637,0.002397632,0.004802832,0.00004512779,0.000255451,0.00001265938,0.00001624571,0.0008482101],"genre_scores_gemma":[0.9885271,0.00001602798,0.01073747,0.000427609,0.0001238812,0.000003224072,0.00001621022,0.00001239589,0.0001360716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00833984,"threshold_uncertainty_score":0.4284385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424572989784621,"score_gpt":0.3189990109926403,"score_spread":0.3047532810947941,"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."}}