{"id":"W4292615793","doi":"10.1002/jum.16088","title":"New International Guidelines and Consensus on the Use of Lung Ultrasound","year":2022,"lang":"en","type":"review","venue":"Journal of Ultrasound in Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":319,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Statement (logic); Consensus conference; Multidisciplinary approach; Lung ultrasound; Medical physics; Ultrasound; Radiology; Law","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":[0.01552537,0.001650734,0.003131294,0.01027623,0.0007298597,0.002839775,0.004491865,0.004547711,0.006334046],"category_scores_gemma":[0.02054411,0.0008102827,0.003251188,0.007026852,0.001394547,0.003025845,0.002722247,0.004755425,0.003689116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003177014,"about_ca_system_score_gemma":0.01443867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004381469,"about_ca_topic_score_gemma":0.006381989,"domain_scores_codex":[0.990643,0.002756245,0.002694241,0.0006493446,0.002829334,0.0004279903],"domain_scores_gemma":[0.9881842,0.004761165,0.001718543,0.0003247654,0.004610707,0.00040047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001142673,0.00008743536,0.0002989598,0.06523105,0.0003184101,0.0004277813,0.0004497864,0.0005532971,0.0007596699,0.01587895,0.2604637,0.6554167],"study_design_scores_gemma":[0.00005315157,0.00004083683,0.0004857332,0.05503258,0.0003948501,0.0006064568,0.0001469583,0.00008538915,0.0002412067,0.00388122,0.938997,0.00003465103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001651217,0.9771968,0.001790395,0.01103548,0.003914815,0.0002184714,0.0005855831,0.00005931566,0.005034094],"genre_scores_gemma":[0.002241904,0.9743502,0.00915776,0.007990561,0.00129601,0.0004984387,0.001788138,0.00003955961,0.002637445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01552537,"threshold_uncertainty_score":0.08210701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3109709625247986,"score_gpt":0.4641294030758429,"score_spread":0.1531584405510443,"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."}}