{"id":"W2416714640","doi":"","title":"Guidelines for the provision of echocardiography in Canada: recommendations of a joint Canadian Cardiovascular Society/Canadian Society of Echocardiography Consensus Panel.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Sonographer; Medicine; Canadian Cardiovascular Society; Diversity (politics); Ultrasonography; Cardiology; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01903158,0.001633301,0.001593282,0.01100762,0.004700658,0.003924037,0.0105261,0.006785551,0.009413118],"category_scores_gemma":[0.03888709,0.00161769,0.002453456,0.0092319,0.002963323,0.002258431,0.002218691,0.00827391,0.004556787],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03839476,"about_ca_system_score_gemma":0.2814851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.893249,"about_ca_topic_score_gemma":0.9287856,"domain_scores_codex":[0.988125,0.002233118,0.002158015,0.0003734064,0.006012246,0.001098282],"domain_scores_gemma":[0.906305,0.006161836,0.002885832,0.0008022034,0.07761309,0.006231952],"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":[0.00004600811,0.0001497345,0.002187788,0.002095744,0.00003400666,0.000556777,0.0008600547,0.0007436285,0.0004287154,0.003076677,0.8876725,0.1021483],"study_design_scores_gemma":[0.0001952367,0.00007481223,0.02527173,0.0130205,0.0002547482,0.001358576,0.002418431,0.001423327,0.0007888624,0.00454062,0.9503436,0.0003095353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007092466,0.238682,0.05572103,0.4936882,0.02343431,0.01390574,0.03451148,0.002953017,0.1300118],"genre_scores_gemma":[0.04990639,0.2229973,0.493551,0.08260106,0.00398981,0.009451342,0.04763682,0.0009549179,0.08891133],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9616053,"threshold_uncertainty_score":0.2785748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278196362266476,"score_gpt":0.2984901950039167,"score_spread":0.1706705587772691,"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."}}