{"id":"W1990724207","doi":"10.1111/j.1443-1661.2004.00452.x","title":"ENDOSCOPIC ULTRASOUND EDUCATION IN THE USA","year":2004,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic ultrasound; Limiting; Scope (computer science); Radiology; Medical physics; Quality (philosophy); Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009448396,0.0002437963,0.000155257,0.001082225,0.001097094,0.001204653,0.0003585547,0.001244069,0.08764533],"category_scores_gemma":[0.003059973,0.0001252415,0.0001921784,0.0008158152,0.0002991702,0.000843395,0.001371468,0.001130728,0.01740765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107623,"about_ca_system_score_gemma":0.005532889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008218453,"about_ca_topic_score_gemma":0.02645308,"domain_scores_codex":[0.9993659,0.000147215,0.00003547696,0.00007570605,0.0002152723,0.0001604256],"domain_scores_gemma":[0.9966239,0.0002786655,0.000163889,0.00008702477,0.001090616,0.001755926],"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":[0.00007036459,0.0006242277,0.02164146,0.0001859188,0.000008276743,0.0004923468,0.0006354435,0.0001360058,0.001006242,0.00491449,0.5185709,0.4517142],"study_design_scores_gemma":[0.00001663708,0.0001516776,0.03711907,0.0002701745,0.000005700615,0.000816951,0.0004768513,0.0001851967,0.0002721655,0.0005233372,0.9601524,0.000009759158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06066037,0.01570116,0.001944187,0.1527405,0.007308969,0.0002393221,0.001590147,0.000631351,0.759184],"genre_scores_gemma":[0.2480003,0.01808111,0.003093137,0.0706504,0.003264444,0.0003006929,0.001824161,0.0001397299,0.6546461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08764533,"threshold_uncertainty_score":0.2932028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906276149547053,"score_gpt":0.3740876571973329,"score_spread":0.3450248957018623,"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."}}