{"id":"W3108104323","doi":"10.1186/s13089-020-00198-z","title":"Point-of-care lung ultrasound imaging in pediatric COVID-19","year":2020,"lang":"en","type":"article","venue":"The Ultrasound Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Lung; Chest radiograph; Lung ultrasound; Radiology; Ultrasound; Radiography; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease","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":[0.0007773423,0.0003713516,0.0003219147,0.001295572,0.0002541758,0.0004869885,0.0003218116,0.0004061513,0.001383993],"category_scores_gemma":[0.003724716,0.0001473726,0.0002240563,0.0007708545,0.0006092634,0.00057138,0.0005553724,0.0004172205,0.0001774991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000346955,"about_ca_system_score_gemma":0.0004766047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613685,"about_ca_topic_score_gemma":0.001864492,"domain_scores_codex":[0.9992362,0.0001988942,0.0001156336,0.0001114208,0.000187306,0.0001505381],"domain_scores_gemma":[0.9976324,0.0006114596,0.001202845,0.0000550215,0.0002218521,0.000276473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002176848,0.000009373068,0.9966136,0.00002027059,0.000004438075,0.001391574,0.00004202284,0.00003779725,0.0002447591,0.00001301576,0.00004713238,0.001554152],"study_design_scores_gemma":[0.00000775159,0.0003035086,0.9683536,0.00007165675,0.00002033247,0.02945573,0.0005077732,0.0003665524,0.000502185,0.00004935301,0.0003561721,0.000005342247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971691,0.001472612,0.0003584254,0.00007213998,0.000007705439,0.00001935136,0.0001436116,0.000007045565,0.0007501096],"genre_scores_gemma":[0.998782,0.0005284104,0.0004675425,0.00002348266,0.00001663501,0.000009208472,0.0001382485,0.000001657047,0.00003279669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001613685,"threshold_uncertainty_score":0.00462991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155987554760551,"score_gpt":0.3442282951230156,"score_spread":0.31266841957541,"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."}}