{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002182493,0.0002253235,0.0003990534,0.0003999372,0.0001149359,0.00001269603,0.0002768938,0.00004815172,0.0002065342],"category_scores_gemma":[0.00001563854,0.0002052456,0.0001135234,0.0007056206,0.0001875684,0.0001458516,0.0003086076,0.0005483431,0.000007154523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002267559,"about_ca_system_score_gemma":0.001539251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008290166,"about_ca_topic_score_gemma":0.000005888336,"domain_scores_codex":[0.9972263,0.0002914135,0.0005109945,0.0005116006,0.00101958,0.0004401141],"domain_scores_gemma":[0.9988269,0.00001818162,0.0001220739,0.0006128727,0.00009839804,0.0003215256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01045068,0.001760349,0.9570701,0.006332616,0.0001164591,0.003852426,0.0003047969,0.003088359,0.00002580812,0.0001011347,0.0002303858,0.01666688],"study_design_scores_gemma":[0.01286298,0.001598415,0.9781762,0.001805362,0.0001628223,7.194854e-7,0.0005048344,0.0001102181,0.00001816402,0.00000998788,0.00449455,0.0002557525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697087,0.02754892,0.00000668326,0.00003101511,0.0001325278,0.001390998,0.0001065791,0.00003255801,0.00104199],"genre_scores_gemma":[0.9989079,0.00005499924,0.000003534507,0.0003287499,0.00006416976,0.0004268903,0.0001133185,0.00004100689,0.00005939452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02919921,"threshold_uncertainty_score":0.8369672,"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."}}