{"id":"W2060001866","doi":"10.1378/chest.10006","title":"A Systems Approach to Chronic Obstructive Pulmonary Disease (COPD) Management in Vancouver and the Lower Mainland (LM): The COPD Lower Mainland Innovation and Integration Fund (LMIIF) Project","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"COPD; Medicine; Spirometry; Pulmonary disease; Mainland; Mainland China; Physical therapy; Intensive care medicine; Internal medicine; Asthma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0038426,0.0002839045,0.0002682579,0.001214754,0.005450233,0.006948081,0.001386645,0.001299851,0.004029721],"category_scores_gemma":[0.006287146,0.0003112983,0.0002852869,0.001887418,0.002043227,0.0009722211,0.00453692,0.001641852,0.0001925118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05070404,"about_ca_system_score_gemma":0.1190772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9255564,"about_ca_topic_score_gemma":0.9672259,"domain_scores_codex":[0.9967963,0.001297464,0.00009861174,0.0001450249,0.0006828223,0.0009798441],"domain_scores_gemma":[0.9945156,0.0008825656,0.0001727348,0.0001139344,0.00161165,0.00270346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008692549,0.002082633,0.3556737,0.001023415,0.0002941489,0.00168908,0.04630969,0.009079325,0.003994457,0.04364448,0.0472123,0.4881274],"study_design_scores_gemma":[0.0004638973,0.001040654,0.6753385,0.001134701,0.0002429069,0.0004570228,0.1688889,0.01703944,0.002087902,0.01036717,0.122824,0.0001149051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834456,0.003814721,0.001980929,0.04841665,0.0002438815,0.001094475,0.0005802101,0.00006160841,0.06036188],"genre_scores_gemma":[0.9777049,0.001803163,0.004312178,0.001468262,0.00003835237,0.0003061976,0.0002436922,0.00001621988,0.01410702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07444364,"threshold_uncertainty_score":0.3678852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269113451744117,"score_gpt":0.2832390590027289,"score_spread":0.2605479244852878,"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."}}