{"id":"W2229879192","doi":"10.1155/2015/921712","title":"A new Era of Personalized Medicine for Cystic Fibrosis – at Last!","year":2015,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"University of British Columbia; Cystic Fibrosis Canada","keywords":"Cystic fibrosis; Medicine; Personalized medicine; Cystic fibrosis transmembrane conductance regulator; Drug discovery; Mutation; Function (biology); Computational biology; Bioinformatics; Drug development; Drug; Gene; Pharmacology; Internal medicine; Genetics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001423522,0.0006518243,0.001000675,0.00206855,0.0006536499,0.001604402,0.0009547899,0.002538312,0.009148116],"category_scores_gemma":[0.002069144,0.0001770761,0.0005701298,0.001765991,0.001646998,0.003314504,0.001148471,0.004253244,0.003913363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002447859,"about_ca_system_score_gemma":0.003374421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005071608,"about_ca_topic_score_gemma":0.01078764,"domain_scores_codex":[0.9994369,0.0001528664,0.00003930061,0.0000668823,0.0002511305,0.00005289408],"domain_scores_gemma":[0.998691,0.0006152087,0.00007677403,0.00006340575,0.0003727912,0.0001808597],"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":[0.00006286326,0.00005445075,0.0001936657,0.007339895,0.00007999186,0.0002793192,0.000214034,0.0001636295,0.001436435,0.02417831,0.1996359,0.7663615],"study_design_scores_gemma":[0.000004933348,0.00002112772,0.0003054181,0.001653439,0.00001900321,0.0005202201,0.00007568097,0.00002444019,0.00009273935,0.003235915,0.9940368,0.00001028025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001036231,0.9847589,0.0003104936,0.01037096,0.001338501,0.00000528188,0.00002566842,0.00002602015,0.003060563],"genre_scores_gemma":[0.001450074,0.9886239,0.0006457693,0.005008164,0.00170031,0.000006718711,0.00003832244,0.000008291598,0.002518486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009148116,"threshold_uncertainty_score":0.03060353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08658891274568124,"score_gpt":0.3850659009953394,"score_spread":0.2984769882496581,"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."}}