{"id":"W4383681745","doi":"10.58931/cpct.2023.1214","title":"Diagnosis and management of irritable bowel syndrome","year":2023,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Irritable bowel syndrome; Bloating; Medicine; Distress; Quality of life (healthcare); Abdominal pain; Population; Gastrointestinal disorder; Affect (linguistics); Functional gastrointestinal disorder; Psychological distress; Intensive care medicine; Internal medicine; Psychiatry; Anxiety; Clinical psychology; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004547698,0.0003758839,0.0006036714,0.001150015,0.001456822,0.0008111355,0.0006403209,0.0006898298,0.003265386],"category_scores_gemma":[0.002247033,0.0001093544,0.0003227536,0.0008830463,0.0005832309,0.000440913,0.001006859,0.001341982,0.0008026352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004684181,"about_ca_system_score_gemma":0.009131866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2150786,"about_ca_topic_score_gemma":0.3036681,"domain_scores_codex":[0.999223,0.00009835623,0.00006916412,0.00005704617,0.0003761932,0.0001761626],"domain_scores_gemma":[0.9995211,0.00003609634,0.00005942355,0.000006024716,0.0002420453,0.0001353233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001893244,0.0003277416,0.07949311,0.002273217,0.00007409337,0.01927567,0.001820918,0.0005363817,0.003431742,0.005522197,0.1490266,0.7380291],"study_design_scores_gemma":[0.0002374827,0.0006356488,0.3354264,0.01434227,0.0001971176,0.08538461,0.006227654,0.001229788,0.001309912,0.0057516,0.5490907,0.0001668516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1067843,0.4378867,0.01100801,0.1344467,0.005098764,0.001185703,0.001830737,0.0005138842,0.3012453],"genre_scores_gemma":[0.6143914,0.3065305,0.01859257,0.02965925,0.006280652,0.0002969041,0.002993011,0.00007350231,0.02118222],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2150786,"threshold_uncertainty_score":0.4276534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132278688870658,"score_gpt":0.2253914743557611,"score_spread":0.2121636054686953,"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."}}