{"id":"W2976015377","doi":"10.4103/eus.eus_57_19","title":"What should be known prior to performing EUS exams? (Part II)","year":2019,"lang":"en","type":"review","venue":"Endoscopic Ultrasound","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Medical physics; Information retrieval; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004306673,0.0007914974,0.002866216,0.0003458339,0.0002240606,0.0002793725,0.0003186477,0.00045467,0.0007621145],"category_scores_gemma":[0.001889652,0.000651365,0.0008518539,0.0004365395,0.0000865043,0.0002478233,0.0002012588,0.001041879,0.001369552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003960162,"about_ca_system_score_gemma":0.0008616426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004279394,"about_ca_topic_score_gemma":0.00000819989,"domain_scores_codex":[0.9966553,0.0001100676,0.0008376425,0.0009167811,0.000670612,0.0008095963],"domain_scores_gemma":[0.9956347,0.002195879,0.0002425713,0.001328213,0.0001096886,0.0004889647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001404469,0.000184638,0.0005305971,0.01930496,0.0005341572,0.0001015768,0.0007245041,0.000001219388,0.000007731233,0.000068877,0.05859246,0.9199352],"study_design_scores_gemma":[0.000656107,0.0002755359,0.00006698364,0.03752296,0.003140287,0.000371281,0.0001557907,2.889849e-7,0.00002697389,0.000003624057,0.9572847,0.0004954744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005994983,0.9819891,0.00002267906,0.0004024038,0.007582128,0.002275543,0.00008504556,0.0001835793,0.006860003],"genre_scores_gemma":[0.00005947686,0.9673076,0.0006696595,0.001774646,0.002374835,0.0002006217,0.0004719623,0.0001707523,0.02697045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9194398,"threshold_uncertainty_score":0.9995937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0940889942068139,"score_gpt":0.3728410653884969,"score_spread":0.278752071181683,"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."}}