{"id":"W2164250644","doi":"","title":"New therapy for managing moderate to severe chronic obstructive pulmonary disease.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Roflumilast; Pulmonary disease; Medicine; COPD; Bronchodilator Agents; Clinical trial; Intensive care medicine; Internal medicine; Bronchodilator; Asthma","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009758538,0.0005424445,0.0009340601,0.0007837375,0.0003327264,0.0005731551,0.0004997539,0.0009108177,0.006308279],"category_scores_gemma":[0.001003778,0.0001775825,0.001232302,0.0003653625,0.0003067483,0.0008780726,0.000419901,0.002249104,0.001559839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003534209,"about_ca_system_score_gemma":0.0007454643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213785,"about_ca_topic_score_gemma":0.006417586,"domain_scores_codex":[0.9995763,0.0001082629,0.00005996561,0.0000441669,0.0001771202,0.00003428462],"domain_scores_gemma":[0.9995134,0.000165771,0.0001208959,0.00001863791,0.00008993839,0.00009135],"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":[0.002989302,0.0004738969,0.001607572,0.00866321,0.00037354,0.0003257808,0.00008864352,0.00009287821,0.002306973,0.00171153,0.06052211,0.9208446],"study_design_scores_gemma":[0.01136353,0.00754902,0.03938033,0.01227423,0.001754301,0.004979073,0.0002864511,0.0004440235,0.001283605,0.003705562,0.9168898,0.00009002545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003484317,0.9726794,0.0003937405,0.009531771,0.00455309,0.0001042651,0.0003005186,0.00003718119,0.008915712],"genre_scores_gemma":[0.0364275,0.9157886,0.004711302,0.01557343,0.008119652,0.0004150909,0.0006735553,0.000021468,0.01826942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006308279,"threshold_uncertainty_score":0.02110332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227010931792089,"score_gpt":0.2698226521183754,"score_spread":0.2471215589391665,"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."}}