{"id":"W4392612977","doi":"10.1016/j.chest.2024.02.053","title":"Point-of-Care Lung Ultrasound in Emergency Medicine","year":2024,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Region Midtjylland","keywords":"Scope (computer science); Point of care ultrasound; Lung ultrasound; Medicine; Primary care; Point of care; Ultrasound; Medical emergency; Intensive care medicine; Emergency medicine; Medical physics; Radiology; Family medicine; Nursing; Computer science","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":[0.03858085,0.001299377,0.004291497,0.01577728,0.0009518779,0.006966345,0.00229848,0.004127685,0.007230813],"category_scores_gemma":[0.1597476,0.00115512,0.004571909,0.01323498,0.00222679,0.004866189,0.002661878,0.002072358,0.001141667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004719605,"about_ca_system_score_gemma":0.01410645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003842641,"about_ca_topic_score_gemma":0.00595461,"domain_scores_codex":[0.953371,0.02277154,0.01436346,0.00215403,0.006688641,0.0006512278],"domain_scores_gemma":[0.7372001,0.2291973,0.02063473,0.002198565,0.01005727,0.0007118906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002044781,0.00003392766,0.0009869878,0.8258812,0.001415634,0.0001017176,0.0004177447,0.0002606301,0.0002029758,0.00212078,0.004892941,0.163481],"study_design_scores_gemma":[0.00006071012,0.0001158917,0.001715527,0.9588361,0.00305674,0.0002452184,0.0002936448,0.00009611201,0.0001553149,0.0009675997,0.03443526,0.00002179927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003552362,0.9968821,0.0003306322,0.0009953291,0.0003664001,0.0001571687,0.0001247823,0.000007894302,0.0007804044],"genre_scores_gemma":[0.008213454,0.9874643,0.001743553,0.001122434,0.0006720556,0.0004651202,0.0001573365,0.000008886735,0.0001528293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03858085,"threshold_uncertainty_score":0.2040375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399232302122824,"score_gpt":0.3874184448280529,"score_spread":0.3474952146157705,"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."}}