{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002531701,0.0005091543,0.0004417321,0.001380518,0.001380065,0.0007507156,0.0005016611,0.001243375,0.1291927],"category_scores_gemma":[0.001803412,0.0001560807,0.0004478048,0.000567363,0.0003038624,0.000468402,0.0007102797,0.001728511,0.02489877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840679,"about_ca_system_score_gemma":0.0009434885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006367645,"about_ca_topic_score_gemma":0.001689404,"domain_scores_codex":[0.9997174,0.00004372188,0.00001964861,0.00007941972,0.00006464319,0.0000751586],"domain_scores_gemma":[0.9991406,0.0001204713,0.00005128665,0.000102779,0.00014027,0.0004445011],"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":[0.0008694061,0.002487136,0.06273299,0.0005495264,0.000203791,0.09199781,0.0003900417,0.000273914,0.01494148,0.01245969,0.4091017,0.4039925],"study_design_scores_gemma":[0.0003188983,0.001230751,0.09387772,0.0006964112,0.0001541487,0.1340725,0.0002687891,0.0006923798,0.003400635,0.006090845,0.7591134,0.00008362159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08195895,0.007521567,0.00497329,0.0263246,0.006414402,0.0006084933,0.00226583,0.001197969,0.8687348],"genre_scores_gemma":[0.3402813,0.007169611,0.004437191,0.03150095,0.01317921,0.0002709952,0.002872539,0.0002898387,0.5999984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1291927,"threshold_uncertainty_score":0.4321926,"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."}}