{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000549247,0.0003574029,0.000532533,0.0005865859,0.0009595475,0.0009762248,0.0003946366,0.001466602,0.01213477],"category_scores_gemma":[0.001079315,0.00007503689,0.0005704869,0.000375992,0.0006550658,0.001316755,0.0007861295,0.001835462,0.003878444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003263518,"about_ca_system_score_gemma":0.0006155572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004000985,"about_ca_topic_score_gemma":0.001044804,"domain_scores_codex":[0.9997895,0.0000458756,0.00001898153,0.00003175886,0.00007655108,0.00003736189],"domain_scores_gemma":[0.9995215,0.0001156172,0.00006428394,0.00004104923,0.0001118273,0.0001455743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008962579,0.0004823969,0.003125243,0.001521826,0.0001376791,0.002289176,0.0003373468,0.0001679579,0.05403775,0.02412736,0.2267272,0.6861499],"study_design_scores_gemma":[0.0003057896,0.0007274943,0.002520295,0.0007207278,0.0001601634,0.004003419,0.0002359451,0.0001291975,0.009391659,0.01231131,0.9694682,0.00002563446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05515846,0.5615733,0.007932441,0.2401625,0.03043446,0.000202975,0.001113113,0.0006327784,0.10279],"genre_scores_gemma":[0.3090994,0.371624,0.01840147,0.1136744,0.02430164,0.0004409052,0.00132102,0.0001955242,0.1609417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01213477,"threshold_uncertainty_score":0.04059482,"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."}}