{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318218,0.0001626742,0.0004806868,0.0004040393,0.0002689502,0.0003790711,0.0002579115,0.0005245011,0.001386768],"category_scores_gemma":[0.003845812,0.00008023492,0.0004186496,0.0004274034,0.0002477253,0.0002410976,0.0002768594,0.0003719348,0.0002291053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000471144,"about_ca_system_score_gemma":0.0002848341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000731274,"about_ca_topic_score_gemma":0.0008309535,"domain_scores_codex":[0.9985884,0.0004311509,0.0002231129,0.0002459261,0.0003130504,0.0001983516],"domain_scores_gemma":[0.996384,0.0009813396,0.002032069,0.00008796571,0.0002509566,0.0002636565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000219671,0.00002637925,0.9953451,0.00003968133,0.00003131316,0.0002104045,0.00003343444,0.00005110644,0.0002892049,0.000006627635,0.0000882796,0.003658718],"study_design_scores_gemma":[0.0000114034,0.0002636888,0.9973791,0.00002275811,0.00001720863,0.001839368,0.00006260406,0.0001032098,0.0001132413,0.00000934637,0.0001761934,0.000001918635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972436,0.001741687,0.0001068805,0.0001133989,0.000009901771,0.00002039803,0.0001918731,0.000006541002,0.0005657066],"genre_scores_gemma":[0.9993792,0.0001738998,0.0000704742,0.00005019014,0.00001499354,0.000013428,0.0002262061,0.000001393398,0.00007025363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001386768,"threshold_uncertainty_score":0.006971478,"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."}}