{"id":"W3192882620","doi":"10.4103/eus-d-20-00252","title":"Controversies in EUS: Do we need miniprobes?","year":2021,"lang":"en","type":"article","venue":"Endoscopic Ultrasound","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; General surgery; Bile duct; Pancreatic duct; Radiology; Biliary tract; Catheter; Pancreas; Gastroenterology; Internal 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":[0.02121402,0.0008827788,0.002071675,0.002616984,0.002338075,0.006451519,0.002721453,0.01073735,0.00527432],"category_scores_gemma":[0.07492837,0.0005368502,0.001566552,0.001941941,0.008302297,0.01561232,0.00399858,0.01917112,0.002749615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002702455,"about_ca_system_score_gemma":0.004128328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429974,"about_ca_topic_score_gemma":0.001972352,"domain_scores_codex":[0.9909285,0.003503052,0.001716033,0.001046498,0.002355938,0.0004499758],"domain_scores_gemma":[0.9265778,0.05494977,0.003328876,0.001867604,0.01088404,0.002391965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002531375,0.00007907435,0.001997451,0.005284071,0.0002071775,0.00135927,0.001807678,0.0002390577,0.0007413002,0.0386945,0.4864286,0.4629087],"study_design_scores_gemma":[0.00004356101,0.00009042102,0.0007290402,0.006762796,0.0001367309,0.003629351,0.002116067,0.0001576969,0.0004424523,0.04659918,0.9391959,0.0000968004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000862867,0.3701711,0.002976458,0.5521141,0.07061628,0.00002035665,0.00006632353,0.00007130055,0.003101239],"genre_scores_gemma":[0.02033521,0.3703573,0.005414516,0.3830591,0.2172017,0.00009317176,0.000166825,0.0002487878,0.003123385],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02121402,"threshold_uncertainty_score":0.1121918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361934461031967,"score_gpt":0.2658274995133918,"score_spread":0.2522081549030721,"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."}}