{"id":"W4384343298","doi":"10.1002/ppul.26599","title":"Treatment response to pulmonary exacerbation in primary ciliary dyskinesia","year":2023,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Primary ciliary dyskinesia; Exacerbation; Body mass index; Internal medicine; Pulmonary function testing; Vital capacity; Respiratory system; Lung; Gastroenterology; Lung function; Pediatrics; Anesthesia; Bronchiectasis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004521773,0.0001980834,0.000401198,0.001438437,0.00005153929,0.00001001954,0.0001368052,0.0001464263,0.00008187767],"category_scores_gemma":[0.0009019304,0.0001775752,0.0000704116,0.00193008,0.00004550613,0.00009789353,0.000124832,0.0001805838,0.001314694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007558546,"about_ca_system_score_gemma":0.000405755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008441728,"about_ca_topic_score_gemma":0.00001712843,"domain_scores_codex":[0.997926,0.0002199194,0.0003806275,0.0005186325,0.0003078439,0.0006470006],"domain_scores_gemma":[0.9984534,0.0007617758,0.00005497178,0.0004310032,0.00006138572,0.0002374549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01942523,0.0008603109,0.781163,0.0002518547,0.00003765388,0.006259311,0.0004208708,0.0003220945,0.08945778,0.00003894417,0.00552257,0.09624042],"study_design_scores_gemma":[0.00123469,0.001249043,0.9819546,0.00001039617,0.00003201683,0.0001957303,0.00006241555,0.0006108021,0.0002178498,0.0002116566,0.01406829,0.0001524551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872087,0.0008034257,0.00006313022,0.009243557,0.0002054319,0.0009041535,0.00001889897,0.0002376688,0.001315073],"genre_scores_gemma":[0.9916485,0.00141568,0.001120203,0.0002060702,0.0004379039,0.000466536,0.0001499712,0.00003870252,0.004516454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2007917,"threshold_uncertainty_score":0.9994629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842719305844231,"score_gpt":0.3071693225815824,"score_spread":0.2887421295231401,"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."}}