{"id":"W4206377256","doi":"10.4103/2303-9027.117730","title":"Is EUS here to stay? Accuracy is not an indication...","year":2012,"lang":"en","type":"article","venue":"Endoscopic Ultrasound","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; MEDLINE","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":[0.01682561,0.0004160376,0.001449473,0.001553001,0.001746136,0.004334542,0.001201712,0.004270241,0.008858924],"category_scores_gemma":[0.101113,0.0003963626,0.0006248329,0.001197556,0.005708015,0.01055183,0.001868624,0.007252556,0.005151044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427612,"about_ca_system_score_gemma":0.002214728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002921144,"about_ca_topic_score_gemma":0.00415562,"domain_scores_codex":[0.9887828,0.003482413,0.001639197,0.0008208279,0.004197509,0.001077195],"domain_scores_gemma":[0.9313576,0.03509479,0.009326844,0.004778716,0.01533652,0.004105481],"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":[0.001321728,0.0001661219,0.1071293,0.002116752,0.0003902461,0.005627661,0.001778706,0.0004349364,0.003262845,0.01335637,0.2277317,0.6366838],"study_design_scores_gemma":[0.0004218352,0.001754046,0.1533139,0.02200053,0.001127893,0.09278659,0.01673014,0.002264469,0.0103759,0.195982,0.5024377,0.0008049964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03369621,0.06234685,0.006703419,0.8561949,0.01221608,0.00003735465,0.0004128805,0.0002628508,0.02812947],"genre_scores_gemma":[0.7105945,0.0618456,0.0127338,0.1698232,0.03804747,0.00006365239,0.0006033914,0.0004721683,0.005816319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01682561,"threshold_uncertainty_score":0.08898336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03431785595172154,"score_gpt":0.3353310087218885,"score_spread":0.301013152770167,"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."}}