{"id":"W2145900171","doi":"10.1136/thorax.57.9.830","title":"Chronic obstructive pulmonary disease c 2: Pathology and biochemistry of emphysema","year":2002,"lang":"en","type":"review","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pulmonary emphysema; Pulmonary disease; Pathology; Pulmonary pathology; Bronchial Diseases; Disease; Lung; Internal medicine; Tuberculosis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001769279,0.000719716,0.002436518,0.0003348091,0.0000860091,0.00001596468,0.0003449233,0.0004851877,0.0007695539],"category_scores_gemma":[0.0002026774,0.00062343,0.0006944469,0.0005357675,0.001036796,0.0000788227,0.0004592474,0.0008464747,0.00009957288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008740526,"about_ca_system_score_gemma":0.001495301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009329398,"about_ca_topic_score_gemma":4.168646e-7,"domain_scores_codex":[0.996622,0.0002475829,0.0007759605,0.001116683,0.0005654664,0.0006723455],"domain_scores_gemma":[0.9971316,0.0002129802,0.0004178477,0.001267505,0.0001874235,0.0007825919],"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":[0.00007016922,0.0001985444,0.0001991993,0.1145853,0.0002361304,0.003470804,0.00001708275,1.21181e-7,0.00003906625,0.00007456059,0.0001275718,0.8809814],"study_design_scores_gemma":[0.001410898,0.0002722944,0.01124098,0.03866019,0.008016975,0.005528877,0.0001160699,0.000121862,0.00008752044,0.0007847992,0.9320347,0.001724832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001467351,0.99229,0.000003633596,0.00006899591,0.0001367903,0.001452282,0.0008213936,0.00006715061,0.003692421],"genre_scores_gemma":[0.002231497,0.9922103,0.0001080182,0.00001179117,0.0007971072,0.0002103145,0.0005741238,0.0001453795,0.003711501],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9319071,"threshold_uncertainty_score":0.9996217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355248819071353,"score_gpt":0.3384066610943669,"score_spread":0.3048541729036534,"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."}}