{"id":"W4283709982","doi":"10.4097/kja.22231","title":"Hydrolocation Assisted Subclavian Venous Catheterization","year":2022,"lang":"en","type":"article","venue":"Korean journal of anesthesiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Pneumothorax; Subclavian vein; Subclavian artery; Radiology; Vein; Surgery; Catheter","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":[0.0002639068,0.0004801254,0.0002695807,0.0004409258,0.0002624725,0.000342574,0.0005248762,0.0004810851,0.001911247],"category_scores_gemma":[0.0009309478,0.0001309466,0.0002550008,0.0001789496,0.0006266091,0.0004921901,0.0005026761,0.0005919848,0.0006539093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665679,"about_ca_system_score_gemma":0.0005033293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003720449,"about_ca_topic_score_gemma":0.0004309195,"domain_scores_codex":[0.9996885,0.00009110256,0.00003470251,0.00006857069,0.00006626619,0.00005092414],"domain_scores_gemma":[0.999341,0.0002345269,0.000127286,0.0001010329,0.00007378029,0.0001225418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.003730553,0.0008788534,0.08118647,0.00113679,0.0002113323,0.1384393,0.001660311,0.001923129,0.4979933,0.0008906958,0.004253927,0.2676953],"study_design_scores_gemma":[0.00102317,0.01238069,0.1008599,0.0003129161,0.0003417731,0.5715629,0.000708583,0.01150913,0.2438149,0.001508643,0.05571783,0.0002595496],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049689,0.00467793,0.08012617,0.001003947,0.0002911662,0.0002325519,0.0002473156,0.00163857,0.006813392],"genre_scores_gemma":[0.985271,0.0007730902,0.01196157,0.0003886378,0.000202101,0.00003166448,0.0001147512,0.00004872377,0.001208516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001911247,"threshold_uncertainty_score":0.00639379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0353715203200296,"score_gpt":0.3253806493028468,"score_spread":0.2900091289828172,"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."}}