{"id":"W2972539368","doi":"10.1186/s12890-019-0928-1","title":"Prevalence and clinical associations of wheezes and crackles in the general population: the Tromsø study","year":2019,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Universitetet i Tromsø","keywords":"Medicine; Crackles; Population; Population based study; Internal medicine; Pediatrics; Environmental health; Physical examination","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":[0.001610384,0.00009007489,0.0002978699,0.00008731324,0.00005644586,0.000005080093,0.00008937372,0.00005108684,0.00001758028],"category_scores_gemma":[0.0002877276,0.00004449053,0.00005440283,0.0002554676,0.0001746266,0.00007203926,0.0000286004,0.0001781071,6.048909e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007459354,"about_ca_system_score_gemma":0.00001764153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002170998,"about_ca_topic_score_gemma":0.00004637564,"domain_scores_codex":[0.998675,0.0003445756,0.0004237077,0.0001828229,0.0002826907,0.00009116179],"domain_scores_gemma":[0.9988712,0.0006584547,0.0001395028,0.000244701,0.00005231435,0.00003382721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005109522,0.0001791692,0.9965773,0.00006481847,0.00003021776,0.000004351771,0.0008196379,6.754889e-7,0.0001161156,0.0001884204,0.0001416061,0.001826569],"study_design_scores_gemma":[0.0008711056,0.0006911863,0.9954483,0.0001205482,0.0001581085,0.00002922129,0.001787787,0.0001859565,0.00000720367,0.0005852091,0.00006988355,0.00004550463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949297,0.00180753,0.00001756141,0.001453851,0.00006422559,0.0009891127,0.000006431386,0.00002024086,0.0007113422],"genre_scores_gemma":[0.9984695,0.0006859396,0.0001849681,0.0002798805,0.000163648,0.00003047843,0.00001530908,0.000005510475,0.0001647294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003539831,"threshold_uncertainty_score":0.1814271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0483746392430265,"score_gpt":0.3756033550137917,"score_spread":0.3272287157707652,"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."}}