{"id":"W2975723743","doi":"10.2147/copd.s214191","title":"&lt;p&gt;Temporal Trends Of Pharmacologic Therapies For Patients With Chronic Obstructive Pulmonary Disease In Alberta, Canada&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"Lung Health Foundation","keywords":"Medicine; Pulmonary disease; COPD; Internal medicine; Disease; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001664881,0.0002345507,0.0004737792,0.0004909307,0.00002939087,0.00001810983,0.000447113,0.00005706448,0.001078576],"category_scores_gemma":[0.0001007904,0.0001823738,0.0002061448,0.0002405323,0.0001507281,0.0003097966,0.00007329691,0.0002656224,0.000004201273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020551,"about_ca_system_score_gemma":0.003031217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006234337,"about_ca_topic_score_gemma":0.01948162,"domain_scores_codex":[0.9972697,0.00007855592,0.0006480726,0.0002693163,0.001400891,0.0003334185],"domain_scores_gemma":[0.9973572,0.0002834807,0.0005558176,0.0001829632,0.001322647,0.0002979133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.012345,0.001065031,0.9617426,0.0002198742,0.0008397298,0.0004805747,0.0001335423,0.0005048945,0.00163883,0.0004500171,0.001152064,0.01942779],"study_design_scores_gemma":[0.007330371,0.0005275707,0.9764747,0.0002951604,0.0001118196,0.00004494359,0.00004033605,0.001336529,0.0002173653,0.0002822188,0.01315968,0.0001793041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939207,0.0015267,0.00001601017,0.001811277,0.0007933138,0.000507271,0.0002729832,0.000004784143,0.001146897],"genre_scores_gemma":[0.9973829,0.00007519315,0.0001402704,0.0001205675,0.0003405024,0.00002677668,0.0001394599,0.00003474612,0.001739621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01924849,"threshold_uncertainty_score":0.9998346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009253063886884001,"score_gpt":0.2816483077833186,"score_spread":0.2723952438964346,"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."}}