{"id":"W4388162139","doi":"10.1002/ajum.12364","title":"Comparison of lung ultrasound scoring systems for the prognosis of COVID‐19 in the emergency department: An international prospective cohort study","year":2023,"lang":"en","type":"article","venue":"Australasian Journal of Ultrasound in Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Manitoba; University of Ottawa","funders":"Monash University","keywords":"Medicine; Confidence interval; Odds ratio; Prospective cohort study; Logistic regression; Cohort; Emergency department; Intensive care unit; Cohort study; Internal medicine; Clinical endpoint; Clinical trial","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":[0.003531662,0.0006931383,0.0005452961,0.001278395,0.0004489984,0.001099186,0.0007274567,0.0007688474,0.001383688],"category_scores_gemma":[0.007617637,0.0004326234,0.0008661927,0.001000266,0.0005009106,0.0008870389,0.0008910656,0.001014153,0.000331339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003295609,"about_ca_system_score_gemma":0.0003873308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002443099,"about_ca_topic_score_gemma":0.002109661,"domain_scores_codex":[0.9987283,0.0004227129,0.0001094534,0.000359609,0.0002068505,0.0001731422],"domain_scores_gemma":[0.994969,0.001101015,0.002027775,0.0007364866,0.0005086851,0.0006571179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006590017,0.00003851952,0.9984776,0.000004839563,0.00008959004,0.00003590791,0.00005970972,0.00003241603,0.0001032544,0.00001366402,0.000045431,0.0004399554],"study_design_scores_gemma":[0.00006779521,0.0004663632,0.9982774,0.00001064355,0.00007771951,0.0002686177,0.0002580777,0.0003564892,0.00005143044,0.00002633173,0.000127999,0.00001104178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999398,0.00009415903,0.000131382,0.00001613555,0.000009014228,0.00001672827,0.0001806841,0.000001866686,0.0001520145],"genre_scores_gemma":[0.9991339,0.00006023614,0.0001205204,0.00001755791,0.00001350687,0.00002461425,0.0005553705,0.000003387325,0.00007102901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003531662,"threshold_uncertainty_score":0.01867747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08777181994980628,"score_gpt":0.4475326031402553,"score_spread":0.3597607831904491,"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."}}