{"id":"W3183002247","doi":"10.1101/2021.07.08.21260172","title":"Lung function from school age to adulthood in primary ciliary dyskinesia","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"European Commission; European Respiratory Society; Agentura Pro Zdravotnický Výzkum České Republiky; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Primary ciliary dyskinesia; Vital capacity; Medicine; Cohort; Lung; Lung function; Bronchiectasis; Young adult; Dyskinesia; Pediatrics; Pulmonary function testing; Demography; Internal medicine; Disease; Diffusing capacity; Parkinson's 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":[0.0007269363,0.0002652751,0.0004015698,0.001076471,0.0004075379,0.0007204758,0.0003224596,0.0005584001,0.00147953],"category_scores_gemma":[0.002832165,0.0001868695,0.0004165787,0.001019636,0.0002318247,0.0005709467,0.0006202464,0.0006131706,0.0002990239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744075,"about_ca_system_score_gemma":0.0003531097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01318619,"about_ca_topic_score_gemma":0.01044743,"domain_scores_codex":[0.9994955,0.00009687099,0.00005938673,0.0001419266,0.00007519825,0.0001311181],"domain_scores_gemma":[0.9984753,0.0002040521,0.0007066066,0.0000969331,0.0001965241,0.0003207506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003878002,0.00001174071,0.9991096,0.000003841651,0.00001210045,0.00004267548,0.00003432225,0.00001339165,0.00005499482,0.000004430348,0.00004703983,0.000627146],"study_design_scores_gemma":[8.655352e-7,0.00002572591,0.9997448,0.00000234999,0.000004420348,0.0000958819,0.0000391025,0.00002693012,0.00001168723,0.000006092866,0.00004149523,6.580627e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981358,0.000700712,0.00005584901,0.0000626543,0.00000920989,0.000004775377,0.0006915426,0.00000683191,0.0003326436],"genre_scores_gemma":[0.9993737,0.0001044585,0.00002784218,0.00001516773,0.000004866896,0.000002658469,0.0003870263,0.000001187151,0.00008317969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01318619,"threshold_uncertainty_score":0.02621889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472418365893356,"score_gpt":0.2927408835834882,"score_spread":0.2780166999245546,"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."}}