{"id":"W4285093978","doi":"10.4187/respcare.09675","title":"Arterial Cannulation Simulation Training in Novice Ultrasound Users","year":2022,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Palpation; Medicine; Radial artery; Blood pressure; Hemodynamics; Crossover study; Blood flow; Wrist; Ultrasound; Radiology; Artery; Surgery; Anesthesia; Placebo","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":[0.001879522,0.0003759968,0.000487219,0.0003145411,0.0002739034,0.0004935217,0.0004887648,0.000734506,0.00406715],"category_scores_gemma":[0.004830187,0.0002487805,0.0003880973,0.0001064427,0.0002974552,0.0003891512,0.0006164,0.0006057234,0.0007966795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304312,"about_ca_system_score_gemma":0.0005707706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004747158,"about_ca_topic_score_gemma":0.0006094435,"domain_scores_codex":[0.9989718,0.0004272056,0.0000773254,0.0001214612,0.0001584328,0.0002438233],"domain_scores_gemma":[0.9962108,0.001248621,0.0003870651,0.0002228859,0.0003791254,0.001551574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03553523,0.2294353,0.3135232,0.002413011,0.0003616362,0.001653442,0.01286685,0.003118844,0.04671272,0.0003784674,0.003991289,0.35001],"study_design_scores_gemma":[0.004881404,0.478504,0.4848959,0.0003730452,0.0002536718,0.001556713,0.00334205,0.006778832,0.01166071,0.0002964631,0.007337498,0.0001197171],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992852,0.00007130712,0.0002224007,0.00003300494,0.00001271057,0.0001157993,0.00001278508,0.000009456669,0.0002374231],"genre_scores_gemma":[0.9963475,0.0001936159,0.001783129,0.0001443317,0.00002218395,0.0005245171,0.00006674248,0.000005283056,0.0009127171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00406715,"threshold_uncertainty_score":0.01360595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347488405233679,"score_gpt":0.3060629470298626,"score_spread":0.2713141065064947,"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."}}