{"id":"W2793824534","doi":"10.12688/f1000research.13021.1","title":"Recent advances in cardiac catheterization for congenital heart disease","year":2018,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Cardiac catheterization; Percutaneous; Fluoroscopy; Interventional cardiology; Radiology; Ventricular outflow tract; Stent; Heart disease; Cardiology","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":[0.003442415,0.0008151997,0.0008259758,0.003798962,0.0004736958,0.00192289,0.000878627,0.001677635,0.008318342],"category_scores_gemma":[0.008785655,0.0003234137,0.0007146714,0.003396842,0.001380133,0.002489039,0.001044907,0.002626562,0.002701544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502864,"about_ca_system_score_gemma":0.002437488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00164455,"about_ca_topic_score_gemma":0.003132061,"domain_scores_codex":[0.998696,0.0003509048,0.0002361895,0.0002580739,0.0003794011,0.00007938458],"domain_scores_gemma":[0.9873493,0.007744314,0.001108164,0.0004079932,0.002519512,0.0008706552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001173127,0.00008577887,0.002584484,0.007059899,0.00009917498,0.0004548009,0.0001874584,0.0003060493,0.0009440659,0.007065543,0.04635672,0.9347386],"study_design_scores_gemma":[0.00003611953,0.0002334653,0.01068864,0.006990239,0.0002365845,0.00767977,0.0002851216,0.0003655993,0.000677758,0.005203322,0.9675369,0.00006640847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007662845,0.9848222,0.001170912,0.006559156,0.001887152,0.00001183336,0.00005411257,0.00004243615,0.004685912],"genre_scores_gemma":[0.005314658,0.9825305,0.002197234,0.002475014,0.006164441,0.00001856144,0.0001175206,0.00001877166,0.001163366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008318342,"threshold_uncertainty_score":0.02782762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05252117478448737,"score_gpt":0.3956483829373694,"score_spread":0.343127208152882,"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."}}