{"id":"W4403595162","doi":"10.1055/a-2421-8709","title":"Lung ultrasound score for the assessment of lung aeration in ARDS patients: comparison of two approaches","year":2024,"lang":"en","type":"article","venue":"Ultrasound International Open","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"ARDS; Medicine; Lung ultrasound; Lung; Nuclear medicine; Kappa; Computed tomography; Internal medicine; Radiology; Mathematics","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":[0.005964,0.0009141332,0.001503423,0.003480481,0.0002842769,0.001047794,0.0009838715,0.0009353586,0.001790595],"category_scores_gemma":[0.01356108,0.0003329999,0.001565438,0.001220316,0.0005810579,0.00138144,0.001645327,0.0006897213,0.0004282282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006978881,"about_ca_system_score_gemma":0.0004442512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118368,"about_ca_topic_score_gemma":0.001203181,"domain_scores_codex":[0.994386,0.001958114,0.0007571531,0.000748548,0.001964822,0.0001854829],"domain_scores_gemma":[0.9895886,0.005200038,0.00211593,0.0004667854,0.001983498,0.0006451684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00413073,0.0002264593,0.9628288,0.0002390829,0.001786705,0.00006822582,0.0003110273,0.001274914,0.001493774,0.0001782802,0.0004918893,0.02697001],"study_design_scores_gemma":[0.0005107671,0.003416107,0.9769542,0.00008716315,0.0005178111,0.0004527797,0.0005652803,0.01512693,0.001183145,0.0003131833,0.0007876717,0.00008496224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992979,0.001165043,0.003453805,0.00008984943,0.00007976115,0.000197808,0.000538,0.00005173217,0.001445126],"genre_scores_gemma":[0.9949897,0.000200303,0.003457152,0.00003521193,0.00005558311,0.0002127816,0.0007174255,0.00001551968,0.0003162939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005964,"threshold_uncertainty_score":0.03154099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141839447157407,"score_gpt":0.4625598616876851,"score_spread":0.3483759169719444,"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."}}