{"id":"W3001729875","doi":"10.1007/s00246-020-02293-3","title":"Routine Surveillance Catheterization is Useful in Guiding Management of Stable Fontan Patients","year":2020,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cardiac catheterization; Fontan procedure; Pulmonary artery; Internal medicine; Cardiology; Pulmonary angiography; Cardiac surgery; Surgery; Cardiac index; Hemodynamics; Cardiac output; Heart disease","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":[0.001249489,0.0004820895,0.0006682917,0.001322457,0.0006615641,0.001464495,0.0004205249,0.001213436,0.00199449],"category_scores_gemma":[0.01306,0.0001727991,0.0002491959,0.0006121102,0.0003403763,0.001323813,0.0002352971,0.001158143,0.0005369879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221148,"about_ca_system_score_gemma":0.0008016045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545935,"about_ca_topic_score_gemma":0.004280586,"domain_scores_codex":[0.9993655,0.0002011311,0.000120695,0.00006730088,0.0001689213,0.00007646719],"domain_scores_gemma":[0.9941477,0.002958936,0.0008392997,0.000201677,0.0009191665,0.0009332754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006459074,0.0003862423,0.8277059,0.0002672198,0.00006611077,0.009643069,0.0004501366,0.0003428928,0.005248529,0.000568327,0.01110452,0.1435711],"study_design_scores_gemma":[0.0001177372,0.001685977,0.9223301,0.002361278,0.0003563026,0.035306,0.002510551,0.006634265,0.005845318,0.002983663,0.0197824,0.00008631268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099746,0.0219198,0.008031407,0.01128763,0.001090456,0.0001719259,0.000603756,0.0004120287,0.04650852],"genre_scores_gemma":[0.981965,0.006374581,0.007917811,0.001480783,0.001055439,0.00003811096,0.0003033273,0.0000513396,0.000813588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00199449,"threshold_uncertainty_score":0.006672263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798322794109342,"score_gpt":0.2556466431608675,"score_spread":0.2276634152197741,"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."}}