{"id":"W4391037558","doi":"10.15326/jcopdf.2023.0441","title":"Variations in COPD Health Care Access and Outcomes: A Rapid Review","year":2024,"lang":"en","type":"review","venue":"Chronic Obstructive Pulmonary Diseases Journal of the COPD Foundation","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; Alberta Health Services; Alberta Health; University of Alberta","funders":"Alberta Health Services","keywords":"COPD; Health care; Medicine; Environmental health; Family medicine; Economic growth; Internal medicine; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01324632,0.001387501,0.00486319,0.02457177,0.0008491582,0.004847608,0.002066277,0.001981411,0.004347523],"category_scores_gemma":[0.06378656,0.001425153,0.005312137,0.02342906,0.0009721095,0.005124808,0.003027812,0.001811199,0.0006103785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005485748,"about_ca_system_score_gemma":0.01782447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007661226,"about_ca_topic_score_gemma":0.01822993,"domain_scores_codex":[0.9893603,0.002498272,0.004533407,0.0009143713,0.002302253,0.0003913917],"domain_scores_gemma":[0.9136461,0.06253249,0.01224495,0.001232455,0.009747569,0.0005963427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001044054,0.00001909717,0.0009771059,0.8442373,0.002049334,0.0001992189,0.0008717763,0.0001944155,0.0003207044,0.001002568,0.008258988,0.141765],"study_design_scores_gemma":[0.00003549215,0.0001047689,0.003605606,0.9167321,0.008647465,0.000548586,0.000699227,0.00008619113,0.0001365943,0.0006741065,0.06868623,0.00004360013],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006213866,0.9968045,0.0001988979,0.0008488187,0.000323269,0.0002090989,0.0005221833,0.00001379461,0.000458026],"genre_scores_gemma":[0.005211689,0.9925449,0.0006744022,0.000678728,0.0001369076,0.0003228841,0.0002925908,0.000008307353,0.0001295076],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02457177,"threshold_uncertainty_score":0.07005405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448723717085434,"score_gpt":0.3945618352234757,"score_spread":0.3500745980526213,"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."}}