{"id":"W3112912814","doi":"10.3138/canlivj-2020-0012","title":"Cystic fibrosis liver disease in Newfoundland and Labrador: a prevalence study","year":2020,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Cystic fibrosis; Liver disease; Internal medicine; Population; Gastroenterology; Liver biopsy; Etiology; Biopsy; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002103172,0.0001426837,0.0002297352,0.0002400914,0.0001401594,0.0001200372,0.0001423235,0.00003221228,0.000646005],"category_scores_gemma":[0.0008399049,0.0001280782,0.00004322992,0.0002813686,0.0001029471,0.0002420011,0.00004281125,0.0004667456,0.00005475252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004903852,"about_ca_system_score_gemma":0.001223891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04689923,"about_ca_topic_score_gemma":0.1551706,"domain_scores_codex":[0.9985596,0.0001324265,0.0002245578,0.0002724886,0.0003641693,0.0004467811],"domain_scores_gemma":[0.9964837,0.0001183508,0.00004552795,0.0001467966,0.0000916965,0.003113888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005413221,0.00008232816,0.9769881,0.0003399616,0.00004300751,0.009184825,0.002849226,0.00002983535,0.0001504766,0.0000151228,0.00164199,0.008133755],"study_design_scores_gemma":[0.001688399,0.0007562315,0.9891127,0.0002755154,0.00007350735,0.0002595353,0.0003800319,0.002601111,0.000001655033,0.00002939716,0.004685351,0.0001365044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880555,0.008821446,0.00004869371,0.002258484,0.0000567387,0.0005546999,0.00005951172,0.00001182668,0.0001330919],"genre_scores_gemma":[0.9976858,0.0005635275,0.0005536732,0.0006851905,0.0002568318,0.000009324467,0.000002748456,0.00001879171,0.0002241326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1082713,"threshold_uncertainty_score":0.9594476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991899942095649,"score_gpt":0.2687355929094112,"score_spread":0.2488165934884547,"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."}}