{"id":"W3001773474","doi":"10.1016/j.cell.2019.12.032","title":"A Therapy for Most with Cystic Fibrosis","year":2020,"lang":"en","type":"article","venue":"Cell","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Biology; Cystic fibrosis; Mutation; Drug; Internal medicine; Genetics; Bioinformatics; Pharmacology; Cancer research; Gene; 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":[0.00003995969,0.00008944285,0.0001648233,0.00002232207,0.00003968778,0.00001638337,0.0000701559,0.00002476622,0.0001645098],"category_scores_gemma":[0.0001306798,0.00006095329,0.00003902479,0.0001782414,0.00004981185,0.00003864204,0.00001469685,0.00007979754,0.0000665801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001883777,"about_ca_system_score_gemma":0.00009639291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005295387,"about_ca_topic_score_gemma":0.000001430098,"domain_scores_codex":[0.9992933,0.000009977591,0.00008978811,0.0002005662,0.0001903934,0.0002159406],"domain_scores_gemma":[0.9993746,0.0001658393,0.00002451346,0.0001446473,0.00008105124,0.0002093929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00857684,0.0002021322,0.001496864,0.0007935129,0.00005545097,0.00004181786,0.0007278104,0.00006016447,0.9412292,0.00003614111,0.03285656,0.01392352],"study_design_scores_gemma":[0.01035445,0.01046275,0.00409293,0.0001439069,0.00005910086,0.00001855614,0.0004168923,0.004082992,0.4575651,0.0001280695,0.5123956,0.0002797183],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8998575,0.006847372,0.05854586,0.01600634,0.000124428,0.004619925,0.0001727931,0.000383148,0.01344258],"genre_scores_gemma":[0.9618388,0.0000768174,0.03493936,0.001580173,0.0002102569,0.0001082578,0.00004387284,0.00003667184,0.001165751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4836641,"threshold_uncertainty_score":0.2485603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218898763799741,"score_gpt":0.2897941017787169,"score_spread":0.2676051141407195,"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."}}