{"id":"W4391843431","doi":"10.3390/diagnostics14040427","title":"EUS-FNA versus EUS-FNB in Pancreatic Solid Lesions ≤ 15 mm","year":2024,"lang":"en","type":"article","venue":"Diagnostics","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Endoscopic ultrasound; Fine-needle aspiration; Pancreatitis; Biopsy; Fine needle biopsy; Radiology; Clinical endpoint; Adverse effect; Multivariate analysis; Internal medicine; Randomized controlled trial","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000410666,0.0002044397,0.0005727852,0.0003044262,0.00008037958,0.00004209685,0.0001482622,0.0002155402,0.0007905835],"category_scores_gemma":[0.004635824,0.0001727957,0.0001049606,0.0005393406,0.0001893165,0.00006632349,0.00009987047,0.0005815566,0.00147379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233861,"about_ca_system_score_gemma":0.0006496873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001743309,"about_ca_topic_score_gemma":0.0001537083,"domain_scores_codex":[0.9981868,0.0000980843,0.0003940753,0.0003633573,0.0003922524,0.00056542],"domain_scores_gemma":[0.9946799,0.004512794,0.00003061575,0.0003967631,0.00009483469,0.0002850832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007493233,0.001102514,0.8419608,0.0009057079,0.0005916391,0.008487617,0.002130817,0.00003138289,0.0006495747,0.01186166,0.114869,0.01665992],"study_design_scores_gemma":[0.009255637,0.002720325,0.8602045,0.003503399,0.001927861,0.0002424775,0.001583533,0.02084388,0.0007868112,0.003204537,0.09494739,0.0007797058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503049,0.007393755,0.0003212219,0.003621542,0.0008830812,0.0006851346,0.00004718748,0.0001742037,0.03656899],"genre_scores_gemma":[0.9871497,0.007785996,0.001120177,0.000387267,0.0004703024,0.0001302235,0.00008500258,0.00004865519,0.002822703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03684479,"threshold_uncertainty_score":0.9993037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06065354953001234,"score_gpt":0.3996864273874373,"score_spread":0.3390328778574249,"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."}}