{"id":"W7073767353","doi":"","title":"Treatment of mild chronic obstructive pulmonary disease","year":2008,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Natural history; Asymptomatic; Pulmonary rehabilitation; Pulmonary disease; Exacerbation; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001919765,0.0002498736,0.0006614983,0.0003577178,0.0002839792,0.000118118,0.00113518,0.00006805154,0.02021578],"category_scores_gemma":[0.00007638105,0.0001770154,0.0003222316,0.0006461228,0.0002214767,0.0007607269,0.00007817306,0.000131096,0.00004929219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002634186,"about_ca_system_score_gemma":0.000159834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006202529,"about_ca_topic_score_gemma":0.0002304873,"domain_scores_codex":[0.9980174,0.0001767846,0.0005830053,0.0003928789,0.0004968729,0.0003331112],"domain_scores_gemma":[0.998471,0.0001976664,0.0004517939,0.00034863,0.0001445025,0.0003863853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001646238,0.0001516163,0.9387992,0.00002235185,0.0001311379,0.0001448357,0.00006384738,0.02110254,0.0003529548,0.000004069617,0.0004019304,0.0386609],"study_design_scores_gemma":[0.0002330595,0.00003495666,0.9874199,0.00005049044,0.0001229185,0.00001766197,0.00003181212,0.007403948,0.0005570054,0.002282019,0.001630412,0.0002157957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410428,0.05518658,0.00008542969,0.0001289732,0.000197101,0.0001853507,0.00016621,0.0000183319,0.002989204],"genre_scores_gemma":[0.9745323,0.02457525,0.000133198,0.00003982817,0.0001619366,0.000004034583,0.00007013537,0.000006319547,0.0004769896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04862073,"threshold_uncertainty_score":0.9806799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2244386717206603,"score_gpt":0.4543722909599245,"score_spread":0.2299336192392641,"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."}}