{"id":"W3128902459","doi":"10.1007/s12630-021-01934-2","title":"A modified Tuohy needle tip design for catheter over needle catheterization: in vitro testing","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tuohy needle; Catheter; Medicine; Biomedical engineering; Medical physics; Radiology","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":[0.001829082,0.0004844726,0.0004333148,0.0005998019,0.0003305675,0.0006710667,0.000864813,0.001986085,0.001396796],"category_scores_gemma":[0.00560659,0.0004501714,0.000451912,0.0004640224,0.0003816894,0.0007264626,0.0002920576,0.0005571776,0.0006841055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544279,"about_ca_system_score_gemma":0.0005524123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005627694,"about_ca_topic_score_gemma":0.001140865,"domain_scores_codex":[0.9980109,0.0004375158,0.0002210352,0.0003928762,0.0008437512,0.00009391658],"domain_scores_gemma":[0.992419,0.001735077,0.001287095,0.000836894,0.003340263,0.0003817869],"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":[0.0003871099,0.000262781,0.001499868,0.0003796605,0.00002636907,0.0002325602,0.0002282955,0.0006553286,0.972651,0.0001994829,0.0002610702,0.0232165],"study_design_scores_gemma":[0.0001878603,0.01226141,0.02339921,0.0001204497,0.0003988454,0.002773324,0.0002908056,0.01367457,0.9319596,0.0001750528,0.01456909,0.0001896699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7387594,0.003136884,0.252266,0.0003726866,0.0009793763,0.001008475,0.0004962215,0.0008461217,0.002134777],"genre_scores_gemma":[0.7070209,0.0008422765,0.2886645,0.0002091262,0.00009576852,0.0003396907,0.0003175706,0.0001298363,0.002380504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001986085,"threshold_uncertainty_score":0.009673238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430179008922572,"score_gpt":0.2407021929421854,"score_spread":0.2064004028529596,"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."}}