{"id":"W2027830575","doi":"10.1002/ccd.22702","title":"Interventional fellowship in structural and congenital heart disease for adults","year":2010,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Heart disease; Psychological intervention; Percutaneous; valvular heart disease; Pulmonary valve; Intervention (counseling); Disease; Intensive care medicine; Mitral valve; Cardiology; Surgery; Internal medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001577661,0.000124671,0.0002485527,0.0001298427,0.0001037336,0.00003992815,0.00002969305,0.00004597918,0.00006817378],"category_scores_gemma":[0.0002086522,0.0001207358,0.0007231219,0.000102952,0.0001411887,0.0001081362,0.00005788247,0.000107909,0.000002938591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001165924,"about_ca_system_score_gemma":0.00002610365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001440044,"about_ca_topic_score_gemma":0.00007935179,"domain_scores_codex":[0.9991559,0.00003561496,0.0002484273,0.0002871797,0.0001285984,0.0001442406],"domain_scores_gemma":[0.9994243,0.00002424666,0.00002000102,0.0002033553,0.0001484227,0.0001796917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002905583,0.001516673,0.8236046,0.007843317,0.004953835,0.0001228095,0.002651247,0.00001185634,0.006513061,0.01274747,0.0005417133,0.1365878],"study_design_scores_gemma":[0.003742543,0.0002511753,0.9889243,0.0004063538,0.0007309798,0.0001058993,0.0003285432,0.002019659,0.00006889107,0.0007084293,0.00247712,0.0002360845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936157,0.003814613,0.001088707,0.0002573829,0.0002542994,0.0007212979,0.0001392798,0.00003439457,0.00007433681],"genre_scores_gemma":[0.9989656,0.00002348719,0.0003043917,0.00006276008,0.00008680848,0.000192363,0.0001565458,0.00001744249,0.0001906415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1653197,"threshold_uncertainty_score":0.4923464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907366645566439,"score_gpt":0.2920882094136628,"score_spread":0.2730145429579984,"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."}}