{"id":"W2738902725","doi":"10.2196/resprot.7422","title":"Cross-Sectional Study of Chronic Obstructive Pulmonary Disease Prevalence Among Smokers, Ex-Smokers, and Never-Smokers in Almaty, Kazakhstan: Study Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Spirometry; Cross-sectional study; Anthropometry; Physical therapy; Observational study; Asthma; Environmental health; Internal medicine; Pathology","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":[0.003231698,0.001758055,0.00217261,0.002055775,0.002056654,0.0009143444,0.001720927,0.001433383,0.009247685],"category_scores_gemma":[0.00214547,0.001581622,0.001243468,0.002475067,0.0008871881,0.0008606726,0.001072185,0.000952777,0.002848809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768933,"about_ca_system_score_gemma":0.004418982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008716047,"about_ca_topic_score_gemma":0.01058559,"domain_scores_codex":[0.9976712,0.0008724638,0.0004333727,0.0004603866,0.0002341297,0.0003283925],"domain_scores_gemma":[0.99837,0.0001505876,0.0003339854,0.0001757381,0.0006660065,0.0003037635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01381946,0.01706175,0.9117817,0.005420284,0.0007527541,0.001891881,0.003795785,0.001611774,0.004897386,0.0009758932,0.01423458,0.0237567],"study_design_scores_gemma":[0.00529819,0.01332788,0.9561988,0.0007282365,0.000453507,0.0009088353,0.004352237,0.001369535,0.0006475096,0.0003932779,0.01619558,0.0001263602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4470805,0.001314249,0.00440883,0.0003252723,0.0001703588,0.5065298,0.03470705,0.0001265817,0.005337427],"genre_scores_gemma":[0.2948355,0.001019468,0.01234782,0.001145669,0.0001181169,0.6636281,0.02277222,0.00002507047,0.004107973],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.009247685,"threshold_uncertainty_score":0.0309366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213710475003942,"score_gpt":0.5068404284322042,"score_spread":0.38546938093181,"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."}}