{"id":"W1968314134","doi":"10.1378/chest.1703858","title":"The Inspired COPD Outreach Program: Outcomes and Efficiencies","year":2013,"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":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Outreach; COPD; Medical physics; Intensive care medicine; Family medicine; Physical therapy; Medical education; 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":[0.004401484,0.0003686207,0.0004865584,0.0008997593,0.001326421,0.002323827,0.00119203,0.001083398,0.008061641],"category_scores_gemma":[0.01268094,0.0001860637,0.0007890354,0.001104199,0.0006637824,0.001786863,0.003444506,0.0009816983,0.0006926949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002909106,"about_ca_system_score_gemma":0.007378213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008656004,"about_ca_topic_score_gemma":0.01938848,"domain_scores_codex":[0.9951716,0.002137466,0.0001410379,0.0002518563,0.001279467,0.001018546],"domain_scores_gemma":[0.995148,0.001104614,0.0005323954,0.0003261853,0.0006759449,0.002212843],"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":[0.004629005,0.01873615,0.3167168,0.0005938341,0.0003699764,0.0003642821,0.002271594,0.001476497,0.001798632,0.003964172,0.01285654,0.6362225],"study_design_scores_gemma":[0.000974405,0.005692102,0.9706494,0.000344759,0.000355772,0.0002700965,0.004024196,0.001591915,0.001715814,0.002106986,0.01222884,0.00004573301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633155,0.0007289083,0.0006863778,0.003956807,0.0001371599,0.0006050193,0.0006757926,0.0001031279,0.02979139],"genre_scores_gemma":[0.9937779,0.0003428051,0.0008259826,0.0006203445,0.00007604458,0.0002095006,0.0004033772,0.00002761716,0.003716392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008656004,"threshold_uncertainty_score":0.0269689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246268545533802,"score_gpt":0.310340890256222,"score_spread":0.2857140357028418,"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."}}