{"id":"W2511655118","doi":"10.1136/thoraxjnl-2016-208450","title":"Effect of pulmonary exacerbations treated with oral antibiotics on clinical outcomes in cystic fibrosis","year":2016,"lang":"en","type":"article","venue":"Thorax","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Retrospective cohort study; Internal medicine; Cystic fibrosis; Cohort study; Body mass index; Pulmonary function testing; Operating expense","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":[0.000613965,0.0001581769,0.0005768659,0.0001772532,0.00002370188,0.000005818031,0.00009378325,0.00008056582,0.00009815521],"category_scores_gemma":[0.001633972,0.00007713723,0.00009086975,0.0003179476,0.0002574756,0.00006919174,0.00003504404,0.0001513023,0.0000709765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007205079,"about_ca_system_score_gemma":0.00006375134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004339647,"about_ca_topic_score_gemma":0.00002004603,"domain_scores_codex":[0.9984131,0.0003073002,0.0003785635,0.0002652868,0.0003645426,0.0002711408],"domain_scores_gemma":[0.9965034,0.002818141,0.0000805611,0.0003887942,0.00007067106,0.0001384029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004511027,0.0003316095,0.9352979,0.0001282501,0.00005268267,0.00008019149,0.000007300003,0.000007118137,0.01217935,0.000032525,0.00008405188,0.047288],"study_design_scores_gemma":[0.003312008,0.01014644,0.9533007,0.00110342,0.00009823403,0.00001711013,0.000009746806,0.000157108,0.03146286,0.00003085537,0.0002402107,0.0001212791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978009,0.00005553271,0.0002009883,0.0003781321,0.00003602614,0.0005557432,0.00004349275,0.00004417038,0.0008849585],"genre_scores_gemma":[0.9970853,0.00005277856,0.001600577,0.0000192213,0.00002889482,0.000007505664,0.00001355475,0.00002407702,0.001168052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04716672,"threshold_uncertainty_score":0.3145565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754360308289258,"score_gpt":0.3864858672150624,"score_spread":0.3589422641321698,"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."}}