{"id":"W4210809806","doi":"10.1002/ppul.25853","title":"Going beyond the chest X‐ray: Investigating laterality defects in primary ciliary dyskinesia","year":2022,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of British Columbia; McGill University Health Centre; Institute for Clinical Evaluative Sciences; BC Children's Hospital; SickKids Foundation","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Primary ciliary dyskinesia; Situs inversus; Laterality; Bronchiectasis; Retrospective cohort study; Thorax (insect anatomy); Radiology; Medical record; McNemar's test; Surgery; Internal medicine; Lung; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001230273,0.0002401801,0.0002490639,0.001262586,0.0005509145,0.0006041966,0.0003806944,0.0003595789,0.0007467346],"category_scores_gemma":[0.002903987,0.0001477236,0.0002403535,0.001219375,0.0005661338,0.0002760829,0.0005052333,0.0002702959,0.0001038258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247575,"about_ca_system_score_gemma":0.002495775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05300796,"about_ca_topic_score_gemma":0.1215203,"domain_scores_codex":[0.9991048,0.0001430215,0.0001311387,0.0001090719,0.0003495979,0.0001623384],"domain_scores_gemma":[0.9972168,0.0005243826,0.001524457,0.00005138046,0.0004008783,0.0002820478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002114313,0.00001011134,0.9982879,0.00001853772,0.00000382612,0.0001981836,0.00009545487,0.000008858869,0.0001086621,0.000003027137,0.00003669106,0.001207617],"study_design_scores_gemma":[0.000002988445,0.00007387944,0.9981744,0.00002324529,0.00001169573,0.001140441,0.0003414285,0.00003839693,0.00007693824,0.000003680623,0.0001111598,0.000001766666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986185,0.000525994,0.00004043245,0.00004159198,0.000003609724,0.00003271832,0.0001309361,0.000002168421,0.0006039945],"genre_scores_gemma":[0.9993326,0.00027887,0.0001679675,0.00002583494,0.000006618927,0.00001099303,0.0001281349,6.181541e-7,0.00004828162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05300796,"threshold_uncertainty_score":0.1053988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581596591619305,"score_gpt":0.2704783429150552,"score_spread":0.2546623769988622,"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."}}