{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012077,0.0001856178,0.0003813861,0.0003205211,0.0002801488,0.00001853159,0.0003287978,0.00007811924,0.0002475232],"category_scores_gemma":[0.001165027,0.0001504172,0.00007163573,0.001225611,0.0001766617,0.0001099436,0.0005884652,0.001035486,0.0000432487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634769,"about_ca_system_score_gemma":0.0005022108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001165916,"about_ca_topic_score_gemma":0.00003301612,"domain_scores_codex":[0.9975682,0.0004298989,0.0004429415,0.0004578219,0.0004538215,0.0006473551],"domain_scores_gemma":[0.9983923,0.000814965,0.0001474922,0.0004514344,0.00005356273,0.0001402868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001799351,0.0001641478,0.9842257,0.0002455877,0.00001646079,0.0003653342,0.0003137393,0.000296198,0.006290663,0.0001544165,0.002219032,0.005528736],"study_design_scores_gemma":[0.001101496,0.0003126642,0.9848796,0.000006479494,0.00005443005,0.0002669009,0.0001341486,0.0008065973,0.0000857864,0.003025403,0.009144641,0.0001818478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868677,0.003500303,0.00002690174,0.006184773,0.0002692546,0.0005791214,0.00001576926,0.00008510606,0.002471063],"genre_scores_gemma":[0.9951964,0.0003496353,0.001541603,0.001840355,0.0004322001,0.0002868451,0.0000794579,0.00003009263,0.0002433984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008328705,"threshold_uncertainty_score":0.6133834,"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."}}