{"id":"W2747699760","doi":"10.1164/rccm.201708-1549ed","title":"Reaching for the Holy Grail of Chronic Obstructive Pulmonary Disease Outcomes. Can Medications Modify Lung Function Decline?","year":2017,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Holy Grail; Pulmonary disease; Intensive care medicine; Lung function; Pulmonary function testing; Lung; Obstructive lung disease; Internal medicine","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":[0.004420266,0.0007946702,0.001912269,0.0008012837,0.00379225,0.002893842,0.001961439,0.03771612,0.007300359],"category_scores_gemma":[0.03736825,0.0005027484,0.001435322,0.0006820633,0.003030346,0.006292836,0.001879477,0.04482124,0.005003039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003915034,"about_ca_system_score_gemma":0.004851371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007766618,"about_ca_topic_score_gemma":0.01186138,"domain_scores_codex":[0.9963671,0.001516134,0.0004699229,0.0003460445,0.0009638841,0.0003369223],"domain_scores_gemma":[0.984609,0.01009272,0.0007949646,0.0003524698,0.002020393,0.002130436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001328322,0.000140141,0.002584114,0.0001014364,0.00003454162,0.001814553,0.0001932941,0.00006689697,0.0001917196,0.003651876,0.9514773,0.03961116],"study_design_scores_gemma":[0.0005718127,0.0004189867,0.004798892,0.001808012,0.0001295616,0.005716494,0.001192993,0.0009722327,0.0003894556,0.02982582,0.9540325,0.0001431155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002269512,0.001766181,0.00002717532,0.9924464,0.004696486,0.000003725883,0.00002299158,0.000007382499,0.0008028536],"genre_scores_gemma":[0.002924624,0.003081072,0.0001311531,0.9631212,0.0287101,0.00002145139,0.00002778029,0.00001099102,0.001971599],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03771612,"threshold_uncertainty_score":0.02840567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029894886479084,"score_gpt":0.3488044538998116,"score_spread":0.3189095674207276,"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."}}