{"id":"W4402840398","doi":"10.70270/z877pun","title":"New Frontiers in IBS Gut Pain Treatments","year":2024,"lang":"en","type":"article","venue":"Mednet","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Irritable bowel syndrome; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001799984,0.00008860642,0.0001450016,0.0001096177,0.00001054693,0.00001478791,0.00003796739,0.00003380706,0.000279783],"category_scores_gemma":[0.000165959,0.00007288432,0.00005083487,0.0001832551,0.00002000601,0.00004040997,0.00001011238,0.0001156106,0.0001085084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007238604,"about_ca_system_score_gemma":0.0001065499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000361246,"about_ca_topic_score_gemma":0.00006560051,"domain_scores_codex":[0.999369,0.0000380878,0.0001187365,0.0001794656,0.0001159168,0.0001787865],"domain_scores_gemma":[0.9996905,0.00003881695,0.00000766122,0.0001242973,0.000006639373,0.0001320861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000142832,0.0001402883,0.4296983,0.0001565101,0.00006165478,0.000510064,0.0006824777,0.000008663524,0.00024203,0.00009490309,0.3580253,0.2102369],"study_design_scores_gemma":[0.005298201,0.001872619,0.7934559,0.001624625,0.0002737092,0.0002345461,0.002000075,0.01056378,0.0001699415,0.009555533,0.1746184,0.000332637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8830187,0.01043481,0.04973075,0.02180247,0.001779401,0.001044057,0.00001697241,0.0005012803,0.03167155],"genre_scores_gemma":[0.9638692,0.00004466787,0.01741791,0.0008679929,0.0001209034,0.00001262448,0.00005062466,0.00002158327,0.01759451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3637576,"threshold_uncertainty_score":0.3063428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095170462299704,"score_gpt":0.2562566047120983,"score_spread":0.2453049000891013,"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."}}