{"id":"W3206213969","doi":"10.1016/j.cjca.2021.07.187","title":"PAN-CANADIAN INITIATIVE ON FUNDAMENTAL COMPETENCIES FOR TRANSCATHETER CARDIAC SURGERY: A MODIFIED DELPHI CONSENSUS STUDY","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Interquartile range; Cardiac surgery; Delphi method; Likert scale; Canadian Cardiovascular Society; Surgery; General surgery; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.133775,0.001092499,0.001928623,0.004774157,0.00914354,0.004790161,0.005137973,0.003158705,0.004396114],"category_scores_gemma":[0.1055113,0.000942916,0.003273474,0.006258623,0.002914623,0.002318349,0.009661512,0.004214183,0.0006482114],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06260645,"about_ca_system_score_gemma":0.2911797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.599632,"about_ca_topic_score_gemma":0.7760447,"domain_scores_codex":[0.9126471,0.03620659,0.01169679,0.003716681,0.02534213,0.01039065],"domain_scores_gemma":[0.8529428,0.02971284,0.005668514,0.003374372,0.09580281,0.01249868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003878095,0.001485738,0.1737447,0.03240084,0.002556963,0.00134429,0.1210795,0.002128205,0.004041233,0.03839763,0.2744564,0.3444864],"study_design_scores_gemma":[0.002640388,0.0007919934,0.3964064,0.03918282,0.002647599,0.001162217,0.1107579,0.002863702,0.002361002,0.008751808,0.4316293,0.0008048837],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4687274,0.0482081,0.03935547,0.13838,0.00548118,0.08861147,0.03161454,0.0004409351,0.1791809],"genre_scores_gemma":[0.7918285,0.01062105,0.1039103,0.01518614,0.0003163422,0.05777035,0.01276634,0.0001812404,0.00741982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9373935,"threshold_uncertainty_score":0.8054518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06599955996423537,"score_gpt":0.3222775163860542,"score_spread":0.2562779564218188,"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."}}