{"id":"W2222957439","doi":"10.4103/0366-6999.168073","title":"Advanced Chronic Obstructive Pulmonary Disease","year":2015,"lang":"en","type":"review","venue":"Chinese Medical Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Intensive care medicine; Disease; Cause of death; Quality of life (healthcare); Population; Hyperinflation; Internal medicine; Physical therapy","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001393712,0.001336578,0.00415456,0.000834281,0.0003367268,0.0001122409,0.001346584,0.0008182919,0.005644594],"category_scores_gemma":[0.003897133,0.0008546758,0.002146781,0.001304432,0.0009779396,0.0003679111,0.0007423429,0.006071352,0.0007968671],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005032646,"about_ca_system_score_gemma":0.02790096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004694468,"about_ca_topic_score_gemma":0.000002127857,"domain_scores_codex":[0.9897171,0.000734191,0.001789469,0.001187019,0.005103626,0.00146864],"domain_scores_gemma":[0.9877713,0.0004122161,0.0007423969,0.001238537,0.0008024041,0.009033181],"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":[0.0002751821,0.0004734498,0.0003381672,0.02635926,0.0005151585,0.02973493,0.00002187884,0.000001313409,2.784228e-7,0.00003328888,0.001813169,0.9404339],"study_design_scores_gemma":[0.001874989,0.0001297999,0.004251005,0.0255018,0.001879831,0.02202055,0.00002957292,0.0002318154,3.602329e-8,0.001382407,0.9419408,0.0007573981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002795643,0.9897791,0.0000503314,0.0006962923,0.002099693,0.001722898,0.0001998932,0.0001336906,0.005038597],"genre_scores_gemma":[0.0002059059,0.9859552,0.0001318551,0.0001364995,0.009625677,0.0001962851,0.0006031901,0.000294506,0.00285091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9401276,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298457299329197,"score_gpt":0.3777006720151352,"score_spread":0.3478549420822155,"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."}}