{"id":"W3006642002","doi":"10.4103/eus.eus_2_20","title":"Evidence-based recommendations for establishing and implementing an EUS program: Recommendations for sustainable success and improved clinical outcomes across the continuum of care","year":2020,"lang":"en","type":"editorial","venue":"Endoscopic Ultrasound","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; Burnaby Hospital; Lions Gate Hospital; University Health Network; Université de Montréal","funders":"","keywords":"Medicine; Continuum of care; MEDLINE; Health care","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":[0.04637423,0.004332858,0.007824935,0.006691526,0.003654441,0.01309596,0.007192868,0.03325834,0.01238927],"category_scores_gemma":[0.1815142,0.002081339,0.006442707,0.003479533,0.005435585,0.007860823,0.003020902,0.04602221,0.0108013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007187497,"about_ca_system_score_gemma":0.02110016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006301668,"about_ca_topic_score_gemma":0.01526161,"domain_scores_codex":[0.9677271,0.009911939,0.00719251,0.001578273,0.01238699,0.001203242],"domain_scores_gemma":[0.7818763,0.1259893,0.01198745,0.002543195,0.06601497,0.01158874],"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":[0.00005658707,0.00002871094,0.00003060435,0.002012744,0.0001079681,0.00006215354,0.00002794869,0.00004874929,0.00002401462,0.0007455857,0.9837126,0.01314236],"study_design_scores_gemma":[0.0004374794,0.00009113589,0.000517091,0.01625364,0.000819435,0.0002212075,0.0001758558,0.0003387653,0.0001373751,0.005342692,0.9755643,0.0001011647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002069395,0.01292425,0.0003528911,0.08284034,0.9021956,0.00009873418,0.0001065484,0.00006470176,0.001396255],"genre_scores_gemma":[0.0005026925,0.02759765,0.00137299,0.08628009,0.8794979,0.0001995646,0.0001048112,0.00006825141,0.004376075],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04637423,"threshold_uncertainty_score":0.2452533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05764294191436733,"score_gpt":0.4271720684425138,"score_spread":0.3695291265281465,"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."}}