{"id":"W4225528860","doi":"10.1177/14799731221089319","title":"Management of cough in patients with idiopathic interstitial lung diseases in primary care","year":2022,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Codeine; Medical prescription; Primary care; Chronic cough; Medical record; Retrospective cohort study; Productive Cough; Cohort; Pediatrics; Internal medicine; Asthma; Lung; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000597209,0.0001327107,0.0003372039,0.0007877767,0.0009495034,0.0007750357,0.0003896081,0.0005768869,0.002602027],"category_scores_gemma":[0.003579547,0.0001591861,0.0003348403,0.001085914,0.0003350897,0.0004158914,0.0005536685,0.0004915297,0.0003157592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009177738,"about_ca_system_score_gemma":0.001363556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493126,"about_ca_topic_score_gemma":0.03886776,"domain_scores_codex":[0.999109,0.0002566676,0.0001277093,0.0001016172,0.000248481,0.0001565465],"domain_scores_gemma":[0.9977302,0.000519226,0.001156174,0.00005399403,0.0002349325,0.0003055474],"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":[0.00002026368,0.00006137645,0.9944358,0.00008817978,0.00002653952,0.0009289057,0.0002962309,0.0000179923,0.0001748127,0.00001210932,0.0005262941,0.003411478],"study_design_scores_gemma":[0.000009333183,0.0001084517,0.9947425,0.0001456348,0.0000273285,0.003336943,0.0008636119,0.0001215568,0.00005986801,0.00001950024,0.0005617543,0.000003446997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904508,0.004504885,0.0001237274,0.001352641,0.00003688584,0.00004955199,0.0005361786,0.00001497755,0.002930415],"genre_scores_gemma":[0.9974795,0.001149895,0.0002559005,0.0006024785,0.00006748774,0.00001663182,0.0002421785,0.000001709984,0.0001841483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01493126,"threshold_uncertainty_score":0.02968872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008009303329370035,"score_gpt":0.2522614365268086,"score_spread":0.2442521331974386,"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."}}