{"id":"W2888809122","doi":"10.1111/coa.13215","title":"Rhinosinusitis symptoms, smoking and <scp>COPD</scp>: Prevalence and associations","year":2018,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; COPD; Spirometry; Internal medicine; Chronic rhinosinusitis; Population; Sinusitis; Depression (economics); Multivariate analysis; Physical therapy; Asthma; Surgery; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057163,0.0001427119,0.0004429695,0.00009391318,0.0002527373,0.00002852958,0.00007659077,0.0003765332,0.0001215159],"category_scores_gemma":[0.002812079,0.0001345507,0.00008711183,0.0001652875,0.0007999025,0.0001092476,0.0001283887,0.0004240304,0.00005741746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000273208,"about_ca_system_score_gemma":0.00008721765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002691596,"about_ca_topic_score_gemma":0.00003108913,"domain_scores_codex":[0.9984305,0.000191253,0.0005002559,0.0004382831,0.0001342034,0.0003054886],"domain_scores_gemma":[0.9973441,0.001779051,0.0001609875,0.0002564496,0.0001845466,0.0002748138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007179691,0.00009765814,0.9907097,0.00003238799,0.00009610326,0.00005653515,0.0001118824,7.465705e-9,0.0001521645,0.001927754,0.005477363,0.001331225],"study_design_scores_gemma":[0.001209389,0.0009730092,0.9917756,0.00008325503,0.0002630889,0.0003471872,0.00001632194,0.00007403443,0.00005331098,0.0003708444,0.004775976,0.00005794895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934047,0.0009803796,0.0001197608,0.0004860676,0.0004774891,0.0002933667,0.00006104275,0.00009027569,0.004086876],"genre_scores_gemma":[0.9938207,0.0002987053,0.0004788995,0.003766287,0.0007256395,0.00001717478,0.00003712719,0.00001958106,0.0008359316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003280219,"threshold_uncertainty_score":0.548682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380405033486287,"score_gpt":0.3487945678803999,"score_spread":0.314990517545537,"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."}}