{"id":"W4385264818","doi":"10.1097/sih.0000000000000735","title":"Low-Cost Task Trainer for In Utero Fetal Stent Placement","year":2023,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Trainer; Medicine; Stent; Likert scale; Ultrasound; Interquartile range; Surgery; Obstetrics and gynaecology; Medical physics; Radiology; Computer science; Pregnancy; Psychology","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":[0.002095516,0.0006751032,0.0002524068,0.000447668,0.0003276043,0.0003775422,0.001138964,0.000574362,0.0106808],"category_scores_gemma":[0.004671448,0.0002484399,0.0004929274,0.0001155942,0.0002744162,0.000474583,0.001130437,0.0004356902,0.002813029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00046701,"about_ca_system_score_gemma":0.001126277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008249973,"about_ca_topic_score_gemma":0.001326793,"domain_scores_codex":[0.9993266,0.0002233937,0.00004262519,0.0001097499,0.0001836877,0.0001139349],"domain_scores_gemma":[0.9977678,0.000588432,0.000346148,0.0002291151,0.0002646991,0.0008039327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00543459,0.01406065,0.1392893,0.001304283,0.0001160989,0.001642683,0.002980907,0.01642594,0.1427364,0.001082883,0.01159571,0.6633304],"study_design_scores_gemma":[0.002844264,0.1418408,0.4504203,0.0008123557,0.0004408298,0.01981184,0.003116529,0.1548785,0.09881887,0.00234644,0.1240841,0.0005852295],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162441,0.0002198582,0.07649276,0.000407804,0.00007999369,0.001432274,0.0003235968,0.001017214,0.003782353],"genre_scores_gemma":[0.8290219,0.0003286199,0.1610145,0.0002891159,0.00007429517,0.001403918,0.0007894923,0.00009867999,0.006979419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0106808,"threshold_uncertainty_score":0.03573084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09191273310269417,"score_gpt":0.4078657170669157,"score_spread":0.3159529839642215,"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."}}