{"id":"W2157515985","doi":"10.4187/002013209790983241","title":"Respiratory Care and Cystic Fibrosis","year":2009,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystic fibrosis; Intensive care medicine; Lung disease; Disease; Respiratory care; Epidemiology; Lung; Family medicine; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003392507,0.000998805,0.003102852,0.0007890565,0.0003303465,0.0001363462,0.00042613,0.0007978635,0.0001046947],"category_scores_gemma":[0.001257579,0.000829009,0.0008008223,0.000768292,0.0003491498,0.0001617628,0.000267869,0.001579446,0.0002469641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214267,"about_ca_system_score_gemma":0.002243985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006456899,"about_ca_topic_score_gemma":0.00001670403,"domain_scores_codex":[0.995019,0.0006452078,0.0009365437,0.001349664,0.001126673,0.0009228953],"domain_scores_gemma":[0.9960341,0.0006224266,0.0003745772,0.001517135,0.0006143468,0.0008373461],"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":[0.00005764234,0.00002061825,0.00002937224,0.0811177,0.00009745877,0.0003494745,0.0002232456,3.291583e-7,0.00008068309,0.00002132822,0.003183292,0.9148188],"study_design_scores_gemma":[0.0007504371,0.001809202,0.0001099936,0.03359218,0.001184489,0.00007479737,0.0006464921,6.690747e-8,0.00005955173,0.000005121582,0.9610829,0.0006847602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008557373,0.993264,0.000006599785,0.0000136098,0.0002032998,0.002269498,0.0004447848,0.0002308593,0.003481829],"genre_scores_gemma":[0.00006036661,0.9965761,0.000936452,0.0004935601,0.0009568586,0.0002824684,0.0002821868,0.0002142028,0.0001978095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9578996,"threshold_uncertainty_score":0.9994161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04577919635917721,"score_gpt":0.3792895211756587,"score_spread":0.3335103248164815,"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."}}