{"id":"W4402132361","doi":"10.1002/ppul.27215","title":"Lung ultrasound in children with primary ciliary dyskinesia or cystic fibrosis","year":2024,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Primary ciliary dyskinesia; Medicine; Cystic fibrosis; Respiratory disease; Lung; Lung disease; Bronchiectasis; Gold standard (test); Gastroenterology; Internal medicine; Surgery; Nuclear medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002441032,0.0002381692,0.0004451142,0.0003700435,0.00005185944,0.00003167227,0.0002047742,0.0002807603,0.0004914147],"category_scores_gemma":[0.0005358664,0.000168865,0.00008242184,0.001365722,0.000145007,0.000109449,0.00005243322,0.0006299841,0.0002893512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968864,"about_ca_system_score_gemma":0.0004730568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000788139,"about_ca_topic_score_gemma":0.00002504196,"domain_scores_codex":[0.9981012,0.00005995702,0.0005232234,0.0006567073,0.0002077062,0.000451142],"domain_scores_gemma":[0.9968771,0.002365585,0.00006889752,0.0004840002,0.00004860061,0.0001557542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002685184,0.0002936904,0.9926139,0.000200768,0.00009253643,0.00009369505,0.00005196696,0.000008661626,0.0004756795,0.0002860944,0.003873735,0.001740715],"study_design_scores_gemma":[0.000820138,0.0003765368,0.9930151,0.00003228353,0.0005275406,0.001733931,0.00001146444,0.000108579,0.00001833381,0.0006481286,0.002480375,0.0002275516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905903,0.003627389,0.001254598,0.001551626,0.0001641533,0.000825362,0.00006185788,0.0003209473,0.001603796],"genre_scores_gemma":[0.9900503,0.001683904,0.005012967,0.0005290966,0.0009853834,0.0002700825,0.0003070411,0.00005658642,0.00110461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003758369,"threshold_uncertainty_score":0.6886116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099410690244588,"score_gpt":0.2854429149384213,"score_spread":0.2744488080359754,"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."}}