{"id":"W4394879017","doi":"10.1016/j.lungcan.2024.107603","title":"42 Evaluation of a novel simulator for linear and radial EBUS at University College London: The Lung Phantom","year":2024,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Imaging phantom; Medicine; Simulation; Nuclear medicine; Computer science","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":[0.001380143,0.0005108509,0.0003834797,0.0003142536,0.0002643772,0.001005083,0.001050397,0.0013502,0.006070898],"category_scores_gemma":[0.00362247,0.0004903768,0.0003334621,0.0003929405,0.0003753114,0.0005519139,0.0007281111,0.0006117279,0.001245303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008253861,"about_ca_system_score_gemma":0.001359016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743679,"about_ca_topic_score_gemma":0.00357827,"domain_scores_codex":[0.9995219,0.0001620211,0.00002600757,0.00005531687,0.0001894295,0.00004541026],"domain_scores_gemma":[0.9984035,0.0007303795,0.00007445077,0.0001712076,0.0004309737,0.000189483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00459874,0.0008459557,0.01818926,0.001082922,0.0002193344,0.002714918,0.001847138,0.1742612,0.6833197,0.002749935,0.007699324,0.1024716],"study_design_scores_gemma":[0.001197132,0.008637446,0.04096045,0.0002841556,0.0003911906,0.007923204,0.001241263,0.4922131,0.3687416,0.0009810932,0.07694613,0.000483242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7198909,0.00134272,0.2507708,0.001972437,0.0003896725,0.001384309,0.002191319,0.004640661,0.01741713],"genre_scores_gemma":[0.8936549,0.0005183456,0.09494971,0.0004025089,0.00003479542,0.0003156883,0.001304858,0.0007268082,0.00809228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006070898,"threshold_uncertainty_score":0.02030921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356015067535775,"score_gpt":0.4055004993607417,"score_spread":0.351940348685384,"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."}}