{"id":"W1592594360","doi":"10.1002/ppul.23056","title":"Pulmonary exacerbations and parent‐reported outcomes in children <6 years with cystic fibrosis","year":2014,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute; National Institutes of Health; Cystic Fibrosis Foundation","keywords":"Medicine; Cystic fibrosis; Hypertonic saline; Pediatrics; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002219073,0.000193494,0.0004656353,0.0004987748,0.00005571864,0.00001904471,0.0001158358,0.0001243429,0.00006341272],"category_scores_gemma":[0.0008295526,0.0001599625,0.00004246217,0.000533305,0.0001565946,0.0001114393,0.00009789379,0.0002832496,0.00004123359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006668727,"about_ca_system_score_gemma":0.0001076321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001793526,"about_ca_topic_score_gemma":0.00004843498,"domain_scores_codex":[0.998293,0.00009860551,0.000370363,0.0004721825,0.0002798347,0.000485948],"domain_scores_gemma":[0.998818,0.000419749,0.0001180918,0.0003861799,0.00006129125,0.0001966735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001789402,0.0001678688,0.9935344,0.00003906839,0.00004105729,0.00007894483,0.00003621359,0.00002395218,0.0003448468,0.00006193301,0.00009332494,0.005399403],"study_design_scores_gemma":[0.001205306,0.0004674343,0.9959851,0.00001365669,0.0001304728,0.0006978179,0.00002076982,0.0004948628,0.00001191634,0.0003900638,0.000418547,0.0001640543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968256,0.0009987627,0.000354246,0.0005912184,0.00005452403,0.000520891,0.00001705744,0.00008595453,0.0005516969],"genre_scores_gemma":[0.9954852,0.000345206,0.003431404,0.0000666181,0.0001682232,0.0001024667,0.00007657931,0.00002990344,0.0002944062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005235348,"threshold_uncertainty_score":0.652308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009471015344046567,"score_gpt":0.2683695188532126,"score_spread":0.2588985035091661,"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."}}