{"id":"W2948283767","doi":"10.1089/end.2019.0211","title":"Ureteral Access Sheath Deployment: How Much Force Is Too Much? Initial Studies with a Novel Ureteral Access Sheath Force Sensor in the Porcine Ureter","year":2019,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of California, Irvine; Boston Scientific Corporation","keywords":"Medicine; Ureter; Fluoroscopy; Urology; Catheter; Software deployment; Dilator; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006244534,0.0005167779,0.001281244,0.0004620808,0.0001288685,0.0001560365,0.0006698431,0.0002322634,0.0001045625],"category_scores_gemma":[0.0001946793,0.0002817258,0.0003371474,0.0003456,0.0001694356,0.0008126599,0.0002000526,0.00106916,0.000005533941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497494,"about_ca_system_score_gemma":0.0002267999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005294487,"about_ca_topic_score_gemma":0.00001758848,"domain_scores_codex":[0.9969407,0.0002391573,0.0007964237,0.0004791876,0.0007550411,0.0007894467],"domain_scores_gemma":[0.9977183,0.0003984442,0.0006641677,0.0005303011,0.000424375,0.0002644101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01230333,0.0009609693,0.9642076,0.0002379818,0.002275154,0.002511287,0.006326891,0.00006272381,0.003738371,0.0002517003,0.006606414,0.0005176058],"study_design_scores_gemma":[0.08487753,0.03110381,0.8055223,0.0009593382,0.003473256,0.04836795,0.004072564,0.001160969,0.007320241,0.001295469,0.01051208,0.001334456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966412,0.0009001088,0.000149851,0.03017901,0.0006209085,0.0008760215,0.00003502177,0.00002109488,0.0008060001],"genre_scores_gemma":[0.9757498,0.0001520988,0.0004477799,0.02159428,0.0007361989,0.00003475699,0.00001311829,0.00006387563,0.001208117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586852,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680211417144401,"score_gpt":0.3754679456180641,"score_spread":0.307446803903624,"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."}}