{"id":"W2026776021","doi":"10.1007/bf03022018","title":"Training pathways for perioperative transesophageal echocardiography","year":2007,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regina Qu'Appelle Health Region","funders":"","keywords":"Perioperative; Medicine; Cardiology; Internal medicine; Radiology","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":[0.002158505,0.0004366544,0.0004686009,0.0006538311,0.005028271,0.002207051,0.001366065,0.03117592,0.03235245],"category_scores_gemma":[0.01364589,0.0005279268,0.0006773931,0.0003560446,0.001613019,0.002902916,0.002959466,0.02133051,0.004852388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003863544,"about_ca_system_score_gemma":0.01617227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008180436,"about_ca_topic_score_gemma":0.03552994,"domain_scores_codex":[0.9973219,0.0005179619,0.0002617129,0.0001860974,0.0004947331,0.001217721],"domain_scores_gemma":[0.9838089,0.002167203,0.0007340602,0.0002100248,0.001963761,0.01111604],"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":[0.00009750835,0.001070133,0.009668793,0.0001453168,0.00001633095,0.01423119,0.0006140068,0.0004824052,0.001240924,0.002878356,0.9246234,0.04493151],"study_design_scores_gemma":[0.0009582147,0.001179868,0.04845233,0.002354348,0.00007715562,0.03449225,0.008939954,0.003215918,0.0009426539,0.02494502,0.8741853,0.0002570518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007918361,0.0006732831,0.000448561,0.9644212,0.01261263,0.0001041995,0.00003065811,0.00004931552,0.01374177],"genre_scores_gemma":[0.08554027,0.002838946,0.003112519,0.838096,0.0385535,0.0005046363,0.0001329945,0.00006762265,0.03115348],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03235245,"threshold_uncertainty_score":0.1082297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167168829331309,"score_gpt":0.2502552814428185,"score_spread":0.2185835931495054,"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."}}