{"id":"W2168893078","doi":"10.1378/chest.129.4.1068","title":"Structural Changes in Airway Diseases","year":2006,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Airway; Intensive care medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000871127,0.0003792651,0.001454489,0.0003826602,0.0000953638,0.00005715775,0.0001685556,0.0002253105,0.0003975986],"category_scores_gemma":[0.00008100767,0.0002362256,0.0005786714,0.0002432483,0.00009420093,0.00005751286,0.00004017531,0.0007636171,0.0000505586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177163,"about_ca_system_score_gemma":0.0007579835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002894287,"about_ca_topic_score_gemma":0.00001204269,"domain_scores_codex":[0.9984723,0.0001087308,0.0005050912,0.0002389233,0.0003137797,0.0003612275],"domain_scores_gemma":[0.9989383,0.00005701159,0.000332523,0.0002179048,0.00005424387,0.0003999846],"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":[0.00001213918,0.0000601608,0.001157276,0.01319915,0.00004625073,0.001418671,0.00000957224,4.777597e-7,1.929217e-7,0.000003477373,0.003326349,0.9807663],"study_design_scores_gemma":[0.0004416229,0.0001029759,0.00434481,0.01404701,0.0008704085,0.001378314,0.00001678849,0.000001097112,4.8113e-7,0.00001453068,0.9785416,0.0002404119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002821347,0.9983724,0.000001662011,0.00008016114,0.0003963806,0.0002999964,0.0000540591,0.00002603296,0.0004871922],"genre_scores_gemma":[0.00009804981,0.9956043,0.00004142924,0.00009631742,0.003074833,0.00001852782,0.00009557514,0.0000583988,0.0009126024],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9805259,"threshold_uncertainty_score":0.9633002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04377715041389797,"score_gpt":0.3395354411437953,"score_spread":0.2957582907298973,"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."}}