{"id":"W2628712126","doi":"10.1149/ma2010-01/19/1034","title":"Endoscopic Ultrasound: Imaging and Beyond","year":2010,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Ultrasound; Ultrasound imaging; Radiology; Computer science; Medicine","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":[0.001260243,0.0005085926,0.0007806639,0.001169517,0.0002709319,0.001407599,0.0006350756,0.002036961,0.03836897],"category_scores_gemma":[0.002852217,0.0002427313,0.000415715,0.0007667701,0.0008853084,0.00224098,0.0005780201,0.001418035,0.008959035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359481,"about_ca_system_score_gemma":0.0007598607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497405,"about_ca_topic_score_gemma":0.001768235,"domain_scores_codex":[0.9995056,0.0001748728,0.00006926607,0.00004905156,0.0001281793,0.0000730407],"domain_scores_gemma":[0.998863,0.0003904155,0.0001108196,0.0001093962,0.000351321,0.0001750853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002616372,0.0001427472,0.003442444,0.003620888,0.000102959,0.0087361,0.0001210286,0.0002465301,0.01293991,0.01259243,0.2105217,0.744917],"study_design_scores_gemma":[0.0001516882,0.0009163124,0.01434364,0.003780934,0.00015398,0.03045347,0.0002487976,0.0002164386,0.006173024,0.00726912,0.9362152,0.00007739321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01525615,0.6778046,0.004928681,0.08700946,0.01714269,0.0001081381,0.00170271,0.0003122596,0.1957354],"genre_scores_gemma":[0.2012279,0.578124,0.007399086,0.02176372,0.03165429,0.0001636012,0.001917472,0.0001877603,0.1575621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03836897,"threshold_uncertainty_score":0.128357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007363006166761909,"score_gpt":0.2473710444515349,"score_spread":0.240008038284773,"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."}}