{"id":"W2621573870","doi":"10.2196/resprot.6850","title":"Modern Innovative Solutions in Improving Outcomes in Chronic Obstructive Pulmonary Disease (MISSION COPD): A Comparison of Clinical Outcomes Before and After the MISSION Clinic","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Pulmonary disease; COPD; Medicine; Intensive care medicine; Physical therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0275617,0.0004280507,0.0009189108,0.001827318,0.001469523,0.002093911,0.001233706,0.001291105,0.005504305],"category_scores_gemma":[0.05143405,0.0003391925,0.002469393,0.002624009,0.001615551,0.002730419,0.004162052,0.001964426,0.0004064195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004273963,"about_ca_system_score_gemma":0.008502064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006691723,"about_ca_topic_score_gemma":0.0073297,"domain_scores_codex":[0.977264,0.0155433,0.001910367,0.0008886881,0.003005717,0.001387874],"domain_scores_gemma":[0.9628168,0.01899094,0.007786835,0.002002479,0.003929607,0.004473322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0604168,0.02654094,0.3795054,0.004962629,0.002682966,0.0001176203,0.01407385,0.001753079,0.0007486603,0.006159046,0.01217135,0.4908676],"study_design_scores_gemma":[0.01323383,0.05878575,0.8949288,0.002564729,0.001311216,0.0001249222,0.01141172,0.001731779,0.0009429588,0.002926423,0.01183313,0.0002046464],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9755179,0.004353487,0.001347119,0.002950609,0.0003676657,0.005250365,0.00193499,0.00006074817,0.008217053],"genre_scores_gemma":[0.9828867,0.00122068,0.004491806,0.0007803873,0.0001777111,0.00857087,0.001060749,0.00002011695,0.0007908874],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.0275617,"threshold_uncertainty_score":0.145762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2138540597304165,"score_gpt":0.5562231481965451,"score_spread":0.3423690884661286,"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."}}