{"id":"W4281676849","doi":"10.20452/pamw.16257","title":"The rising burden of inflammatory bowel disease in Poland","year":2022,"lang":"en","type":"letter","venue":"Polskie Archiwum Medycyny Wewnętrznej","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inflammatory bowel disease; Medicine; Burden of disease; Inflammatory Bowel Diseases; Disease; Intensive care medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007553899,0.000644093,0.0004327483,0.0002885514,0.0003806789,0.00007509592,0.001467006,0.0004410397,0.0001356674],"category_scores_gemma":[0.0005125664,0.0005681202,0.000479263,0.0001548925,0.0005326774,0.00001095209,0.001004099,0.001686317,0.0000300008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128684,"about_ca_system_score_gemma":0.0009616725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001797739,"about_ca_topic_score_gemma":0.0001240585,"domain_scores_codex":[0.995396,0.0008064287,0.0009514329,0.0009040475,0.0008928187,0.001049266],"domain_scores_gemma":[0.9970633,0.0001862523,0.0005462882,0.001836617,0.00009623888,0.0002712834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002991325,0.0001586277,0.03181776,0.001444707,0.0006446912,0.006432222,0.0009068108,0.001198211,0.007886481,0.0005240792,0.9436466,0.002348476],"study_design_scores_gemma":[0.0009062989,0.00008666186,0.03361992,0.0001259259,0.0001009458,0.00001376496,0.00009203024,0.00009837352,0.0001911714,0.001151187,0.9628972,0.0007165285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6630643,0.01360934,0.0001061836,0.2968778,0.00384127,0.004416559,0.002638225,0.0001806831,0.0152657],"genre_scores_gemma":[0.7690358,0.003276078,0.0004814705,0.1846717,0.01875696,0.001661339,0.007608325,0.001079806,0.01342855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.112206,"threshold_uncertainty_score":0.999677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006390328601898206,"score_gpt":0.2289841305136184,"score_spread":0.2225938019117202,"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."}}