{"id":"W2271161241","doi":"10.1155/2003/797054","title":"Cystic Fibrosis: Bench to Bedside 2003","year":2003,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystic fibrosis; Medicine; Cystic fibrosis transmembrane conductance regulator; Disease; 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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001172375,0.0007399908,0.002341269,0.002420765,0.000479073,0.000299793,0.0006283635,0.0005143203,0.002431909],"category_scores_gemma":[0.003888842,0.0006249591,0.0005975519,0.002152535,0.0001463748,0.0001589915,0.00005172016,0.002329,0.001804702],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003871589,"about_ca_system_score_gemma":0.03240665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094165,"about_ca_topic_score_gemma":0.01039757,"domain_scores_codex":[0.9947169,0.0005493132,0.001314045,0.0006874841,0.001006227,0.001725998],"domain_scores_gemma":[0.9902467,0.0002014921,0.0003647848,0.000912957,0.0008539235,0.007420119],"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":[0.00001892239,0.00002115217,0.000023006,0.004329379,0.000220829,0.003012284,0.00001964577,0.000002494865,0.000006390977,0.00006817515,0.2041479,0.7881298],"study_design_scores_gemma":[0.000376803,0.0005687705,0.00003542482,0.01795198,0.0006170459,0.004135754,0.00002667221,5.571558e-7,0.000002057841,0.00002966048,0.9757143,0.000540919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009601277,0.9926527,0.00008954715,0.0001268383,0.001021793,0.001514009,0.000266211,0.00002721658,0.004292134],"genre_scores_gemma":[0.000002112694,0.9880939,0.003405326,0.003462763,0.001267947,0.0001529327,0.00004225682,0.0002121468,0.003360584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7875889,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05226878165557719,"score_gpt":0.3589101095148016,"score_spread":0.3066413278592244,"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."}}