{"id":"W2034157021","doi":"10.1016/j.cjca.2011.03.003","title":"2010 Canadian Cardiovascular Society/Canadian Society of Echocardiography Guidelines for Training and Maintenance of Competency in Adult Echocardiography","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Ottawa; McGill University; Montreal Heart Institute; University of British Columbia; Vancouver General Hospital; University of Alberta; Jewish General Hospital; St. Boniface Hospital; University of Toronto; Dalhousie University; University of Manitoba","funders":"","keywords":"Medicine; Canadian Cardiovascular Society; Internal medicine; Cardiology; Myocardial infarction","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":[0.01007453,0.001110185,0.001280178,0.004342073,0.002599429,0.002378831,0.004729608,0.005099622,0.009273904],"category_scores_gemma":[0.02841399,0.0008792464,0.002087335,0.002898976,0.002417459,0.0009834835,0.002533559,0.008801253,0.003266009],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02094723,"about_ca_system_score_gemma":0.09752802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6828615,"about_ca_topic_score_gemma":0.8467342,"domain_scores_codex":[0.9915863,0.0008342049,0.0018322,0.0002842944,0.00454815,0.0009148385],"domain_scores_gemma":[0.9376134,0.004623372,0.003794375,0.000728755,0.0459479,0.007292167],"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":[0.00009130413,0.0003914063,0.007136603,0.000913824,0.00006919282,0.0003137677,0.0003536068,0.0009290693,0.0005729335,0.001966796,0.8574622,0.1297993],"study_design_scores_gemma":[0.0003931262,0.0001630895,0.1534428,0.00847457,0.0002306354,0.001468967,0.001206359,0.002355636,0.001080607,0.002769996,0.8281484,0.0002657545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02764311,0.08571077,0.03658897,0.5019315,0.04491822,0.006664767,0.01909652,0.002634505,0.2748117],"genre_scores_gemma":[0.2482528,0.1428453,0.3132188,0.1007005,0.01027929,0.008208471,0.04355889,0.001310726,0.1316252],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9790528,"threshold_uncertainty_score":0.6380123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05481967328198901,"score_gpt":0.2550757669682759,"score_spread":0.2002560936862869,"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."}}