{"id":"W3178156950","doi":"10.3390/diagnostics11071278","title":"Progress in Diagnosing Primary Ciliary Dyskinesia: The North American Perspective","year":2021,"lang":"en","type":"review","venue":"Diagnostics","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Heart, Lung, and Blood Institute","keywords":"Primary ciliary dyskinesia; Medicine; Guideline; Genetic testing; Intensive care medicine; Referral; Diagnostic test; Pathology; Pediatrics; Family medicine; Lung; Bronchiectasis; Internal medicine","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003436014,0.0005870465,0.002619497,0.0003387791,0.0001155718,0.00009778942,0.0004487803,0.0001374233,0.00002826761],"category_scores_gemma":[0.00875527,0.0003870245,0.0004672104,0.0023542,0.0009389077,0.00007692652,0.000386917,0.001527284,0.00005510042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212864,"about_ca_system_score_gemma":0.001694192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001124764,"about_ca_topic_score_gemma":0.0003838259,"domain_scores_codex":[0.9963061,0.0004447605,0.0008141674,0.0008014528,0.0008780832,0.000755396],"domain_scores_gemma":[0.9899945,0.007974935,0.0004029523,0.0009541509,0.0004277807,0.0002456672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000158754,0.000474875,0.03225756,0.008166653,0.0002095536,0.002922127,0.0001931017,0.000001300412,1.532184e-8,0.0001224198,0.003440795,0.9521957],"study_design_scores_gemma":[0.0003517972,0.0002741512,0.04891175,0.025963,0.0009289465,0.0002767756,0.0004233042,0.000006328276,3.783402e-7,0.00001437766,0.9224141,0.0004350722],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002397098,0.9957615,0.00001882829,0.0007725162,0.0002255679,0.002337479,0.0001625676,0.0000624005,0.0004194366],"genre_scores_gemma":[0.00008980683,0.9959056,0.001353755,0.0002276858,0.0006096376,0.001017549,0.0006043613,0.0001225077,0.00006911255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9517606,"threshold_uncertainty_score":0.9998581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305069006926942,"score_gpt":0.3818852424487787,"score_spread":0.3513783417560845,"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."}}