{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006130858,0.0003598155,0.0006888171,0.001320235,0.0006753171,0.000964759,0.0004668234,0.0006770429,0.001484169],"category_scores_gemma":[0.002120525,0.0004736367,0.0007611927,0.001323578,0.0005185038,0.0007819344,0.0006390218,0.0006138333,0.0003112784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003768789,"about_ca_system_score_gemma":0.0005546366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001846,"about_ca_topic_score_gemma":0.003645627,"domain_scores_codex":[0.9990695,0.0001463795,0.0001712163,0.0002783388,0.0001596935,0.0001748719],"domain_scores_gemma":[0.9981682,0.0004566489,0.000684406,0.0002062751,0.000204733,0.0002796445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004961421,0.00002194599,0.999177,0.000005054259,0.00002776498,0.0002647463,0.00004277559,0.000008078376,0.0001078529,0.000007396271,0.00001911204,0.0002686335],"study_design_scores_gemma":[0.000004799161,0.0001071264,0.9974275,0.000007089712,0.00004551533,0.001624775,0.000502119,0.00008310951,0.00004979934,0.00001392191,0.0001277448,0.000006546914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992294,0.000261775,0.00008779952,0.00001285562,0.000004709137,0.000008362622,0.000151797,0.000001228767,0.0002420314],"genre_scores_gemma":[0.9994115,0.0001185348,0.00005993114,0.0000220548,0.00001065031,0.000006570543,0.0003042687,0.000001746788,0.00006481944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003001846,"threshold_uncertainty_score":0.00596875,"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."}}