{"id":"W4405034318","doi":"10.1016/j.jtcvs.2024.11.039","title":"Surgeon-led Point-of-care Ultrasound-guided Thoracic Biopsy: A new paradigm in efficient diagnosis and resource-sparing care","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; Children's Hospital Research Institute of Manitoba; University of Manitoba; Western University","funders":"","keywords":"Medicine; Point of care ultrasound; Biopsy; Radiology; Ultrasound; Point of care; General surgery; Surgery; Intensive care medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003713876,0.0002929933,0.0001679367,0.0007564339,0.0004996139,0.00127769,0.0008408934,0.0005301241,0.001304166],"category_scores_gemma":[0.007411905,0.0002550266,0.0002557551,0.0005791169,0.000899479,0.0008305526,0.001208865,0.0008096787,0.0003156219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175389,"about_ca_system_score_gemma":0.004194397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008996645,"about_ca_topic_score_gemma":0.02873599,"domain_scores_codex":[0.9970999,0.001270859,0.000119571,0.0003265706,0.001009527,0.0001736384],"domain_scores_gemma":[0.9910951,0.002292356,0.00252259,0.0006297785,0.001748751,0.001711462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004131211,0.0005920046,0.6769258,0.0003757412,0.0001132602,0.0007498438,0.0009285559,0.002448333,0.01307883,0.001072919,0.006277722,0.2970238],"study_design_scores_gemma":[0.000416607,0.003990653,0.9130635,0.000677628,0.0001445473,0.01159753,0.002462164,0.02092096,0.00779948,0.002383247,0.03639791,0.0001458184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852395,0.007376392,0.08228432,0.01416067,0.0002678476,0.0004091646,0.0002280918,0.000565295,0.009468785],"genre_scores_gemma":[0.9321723,0.001903762,0.06240709,0.002200776,0.0004634798,0.0000733901,0.0001809393,0.00002924668,0.0005690084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008996645,"threshold_uncertainty_score":0.0196411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03399178051346613,"score_gpt":0.3347429066827839,"score_spread":0.3007511261693178,"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."}}