{"id":"W7135035636","doi":"10.4187/respcare.09540796","title":"Respiratory Care and Cystic Fibrosis","year":2009,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystic fibrosis; Lung disease; Respiratory care; Disease; Lung; Respiratory system; Respiratory disease","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":[0.0001794263,0.000291011,0.0004405611,0.0002670211,0.0002582155,0.00006772434,0.0001599961,0.0001695372,0.00008356011],"category_scores_gemma":[0.0007478496,0.0002634875,0.0001300933,0.0003549101,0.0001931542,0.000179562,0.00007634595,0.0004540102,0.00008298536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471721,"about_ca_system_score_gemma":0.000375187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006126126,"about_ca_topic_score_gemma":0.000014737,"domain_scores_codex":[0.997726,0.0001545096,0.0003072532,0.0005890866,0.0006753183,0.0005478869],"domain_scores_gemma":[0.9981089,0.0001743801,0.00007626765,0.0006749022,0.0004597176,0.0005058789],"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":[0.0009543296,0.00007653658,0.01995987,0.001699255,0.00005367594,0.0005180147,0.003147807,0.00002084807,0.5383278,0.0003350133,0.008991505,0.4259154],"study_design_scores_gemma":[0.00310009,0.005791115,0.1734238,0.0007362037,0.000129391,0.00003950917,0.006566072,0.000003243403,0.07136308,0.00008351116,0.7382128,0.0005511661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881558,0.1068678,0.00005668644,0.0003038607,0.0001429351,0.0008687456,0.00009653784,0.0002703702,0.009835046],"genre_scores_gemma":[0.9949181,0.00005896355,0.001808914,0.002599446,0.0003931519,0.00003517694,0.00002849419,0.00004385988,0.0001138941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7292213,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176428980653061,"score_gpt":0.3175325996873786,"score_spread":0.2998897016220725,"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."}}