{"id":"W4403227656","doi":"10.1016/j.cjca.2024.08.005","title":"CHARACTERIZING DYSPNEA IN RELATION TO INVASIVE EXERCISE HEMODYNAMICS IN PATIENTS WITH DYSPNEA OF UNKNOWN ORIGIN: A RETROSPECTIVE ANALYSIS","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodynamics; Retrospective cohort study; Cardiology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002351926,0.0001116815,0.0008165211,0.001276566,0.00001540396,0.0000109806,0.00007177148,0.0001390383,0.00001674383],"category_scores_gemma":[0.0006540161,0.00008708817,0.0001279825,0.001249122,0.0000676012,0.00007558025,0.000008327531,0.0003212815,0.000003463612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000413363,"about_ca_system_score_gemma":0.0007333838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004666043,"about_ca_topic_score_gemma":0.007652374,"domain_scores_codex":[0.9989486,0.00005895033,0.0004525746,0.000164875,0.0001326856,0.0002423251],"domain_scores_gemma":[0.9990758,0.000130315,0.0001061371,0.0001198378,0.000257022,0.0003109113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001609841,0.000009251047,0.9947788,0.00004272688,0.0002290448,0.0006189771,0.0004327022,0.00218648,0.00002005495,0.0005002426,0.00008043632,0.0009402942],"study_design_scores_gemma":[0.0007520524,0.0006186939,0.9966826,0.0004400378,0.0003322033,0.00002429045,0.0001078702,0.0001736796,0.00001111152,0.0002590373,0.0005116946,0.00008669272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966946,0.0002470362,0.0009882249,0.0006072921,0.000142199,0.0002234755,0.00003249125,0.000002911916,0.001061806],"genre_scores_gemma":[0.999516,0.00006197487,0.0002208629,0.0001080826,0.00004337477,0.000004304749,0.00002522691,0.00001068938,0.000009553884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00718577,"threshold_uncertainty_score":0.4270204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008292300038718833,"score_gpt":0.2320673392855602,"score_spread":0.2237750392468413,"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."}}