{"id":"W4231678037","doi":"10.1383/medc.30.3.36.28279","title":"Cardiac Catheterization","year":2002,"lang":"en","type":"article","venue":"Medicine","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas College","funders":"","keywords":"Medicine; Cardiac catheterization; Catheter; Heart catheterization; Cannula; Ventricle; Cardiology; Internal medicine; Femoral vein; Pulmonary artery; Hemodynamics; Angiography; Femoral artery; Radiology; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005481652,0.00005586972,0.0001366695,0.00004945392,0.00004348361,0.000002139713,0.00003449094,0.00002617699,0.001236639],"category_scores_gemma":[0.0000598703,0.00004004734,0.00004510528,0.0001624836,0.00004026164,0.00001733842,0.000008530109,0.00005436385,0.0001986625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001536665,"about_ca_system_score_gemma":0.000004726755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001221675,"about_ca_topic_score_gemma":2.196393e-7,"domain_scores_codex":[0.9995394,0.00000939792,0.0001031859,0.0001136392,0.0001434223,0.0000909294],"domain_scores_gemma":[0.9995995,0.000008974117,0.00002024151,0.0002419087,0.00005051596,0.00007884894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003325145,0.0005578148,0.06819234,0.0002992369,0.0003479168,0.00003762817,0.00419464,0.000009329593,0.1214084,0.01302867,0.6759819,0.1159088],"study_design_scores_gemma":[0.002828033,0.0008885453,0.2690775,0.0002993519,0.0005127469,0.0002964466,0.0003036082,0.004033871,0.001619582,0.0005835549,0.719282,0.0002748221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4921396,0.01230936,0.01220966,0.1752398,0.0009419228,0.001309081,0.000007368906,0.0005824578,0.3052607],"genre_scores_gemma":[0.9930012,0.0003383804,0.0002086146,0.001371796,0.000424157,0.0000226166,0.00002696418,0.00001099566,0.004595274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5008616,"threshold_uncertainty_score":0.9996763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384706982609486,"score_gpt":0.2594426167008974,"score_spread":0.2255955468748025,"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."}}