{"id":"W2011432780","doi":"10.2217/thy.11.83","title":"Treating cystic fibrosis infection, inflammation and ion channels","year":2011,"lang":"en","type":"article","venue":"Therapy","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Cystic fibrosis; Inflammation; Ion channel; Fibrosis; Immunology; Internal medicine; Receptor","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":[0.0001497007,0.00008501658,0.000130183,0.0000984871,0.00007442357,0.00001652745,0.00002314281,0.00003791716,0.0002331015],"category_scores_gemma":[0.0001197477,0.00006707018,0.00002567615,0.0001369732,0.00005570551,0.0001406403,0.00001185043,0.00007321224,0.00002863484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003016244,"about_ca_system_score_gemma":0.00002016661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002122784,"about_ca_topic_score_gemma":0.000008425591,"domain_scores_codex":[0.9993942,0.00003768786,0.0001318004,0.0001368637,0.0001463072,0.0001531312],"domain_scores_gemma":[0.9996067,0.00006805915,0.00004362583,0.0001304079,0.00007074543,0.00008043155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00141554,0.00009743874,0.04605363,0.0001289342,0.00007186165,0.000008780478,0.004046988,0.000008610032,0.605279,0.0003624532,0.0001481995,0.3423786],"study_design_scores_gemma":[0.003387331,0.002473392,0.5519387,0.0002900011,0.00002841757,0.00008565052,0.0001265776,0.001183084,0.4299919,0.003698771,0.00657119,0.0002249516],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962173,0.0005577843,0.001153817,0.000118077,0.0000815879,0.0002999023,0.000001287459,0.00008378684,0.001486424],"genre_scores_gemma":[0.9958842,0.0006505772,0.002878092,0.00002642058,0.0002369641,0.00003739181,0.000009614601,0.00001481078,0.0002618831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5058851,"threshold_uncertainty_score":0.2735042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394189692706012,"score_gpt":0.3036551913738343,"score_spread":0.2697132944467742,"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."}}