{"id":"W4361292764","doi":"10.1111/nmo.14568","title":"Sex‐ and gender‐related differences in the prevalence and burden of disorders of gut‐brain interaction in Poland","year":2023,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"","keywords":"Irritable bowel syndrome; Medicine; Internal medicine; Depression (economics); Epidemiology; Somatization; Diarrhea; Anxiety; Constipation; Quality of life (healthcare); Functional constipation; Population; Bloating; Gastroenterology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002977636,0.0001644869,0.0002773595,0.00068931,0.0001754767,0.0003827837,0.0001503078,0.0001552578,0.00149445],"category_scores_gemma":[0.0006235283,0.0001754753,0.0002524588,0.0006176911,0.0002205763,0.000267454,0.000394116,0.000194654,0.0001730044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060049,"about_ca_system_score_gemma":0.0002538856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004476702,"about_ca_topic_score_gemma":0.006101332,"domain_scores_codex":[0.9997873,0.00003363912,0.00002839567,0.00006816174,0.00002788698,0.00005463282],"domain_scores_gemma":[0.999741,0.00002619621,0.0001575999,0.00001263313,0.00002261875,0.00003989571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001611178,0.00001736487,0.9939256,0.0000415139,0.00008962266,0.000168776,0.0002313863,0.00002537021,0.0005343176,0.00006820427,0.0001337547,0.004602929],"study_design_scores_gemma":[0.000003099102,0.00002709668,0.9992722,0.000009076231,0.00001167882,0.000229878,0.0001555356,0.00002319696,0.00002124221,0.00002792066,0.0002175142,0.000001586878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979686,0.0009846458,0.00006944952,0.00005766898,0.00000597244,0.000005143491,0.0003860425,0.000002142378,0.0005202298],"genre_scores_gemma":[0.99883,0.0005690328,0.00007488499,0.00003076933,0.00000587009,0.000005796304,0.0002805314,0.000001611597,0.0002014802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004476702,"threshold_uncertainty_score":0.008901298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561201098867227,"score_gpt":0.277282477710803,"score_spread":0.2516704667221307,"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."}}