{"id":"W4402795144","doi":"10.1007/s00384-024-04725-5","title":"Epidemiological investigation of different types of Crohn’s disease patients undergoing first abdominal surgery in the era of biological agents: a population-based cohort study","year":2024,"lang":"en","type":"article","venue":"International Journal of Colorectal Disease","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Epidemiology; Hepatology; Abdominal surgery; Crohn's disease; General surgery; Disease; Cohort study; Internal medicine; Surgery; Cohort","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001127954,0.0003335232,0.0005307579,0.001282323,0.0006383391,0.00079905,0.0005020586,0.0006535389,0.001170343],"category_scores_gemma":[0.002443246,0.0004847234,0.0009977521,0.001759732,0.0003433808,0.0007031759,0.0005854847,0.0007739168,0.0001821952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003969415,"about_ca_system_score_gemma":0.0004374307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004373603,"about_ca_topic_score_gemma":0.004908262,"domain_scores_codex":[0.9988747,0.0002255369,0.0001891424,0.0003399198,0.0002063439,0.0001643245],"domain_scores_gemma":[0.9978952,0.0002350204,0.001085036,0.0002720508,0.0001984687,0.0003142531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004504016,0.00001627401,0.9994571,0.000006523987,0.00007462834,0.00003402868,0.00003528462,0.00001603781,0.0000606731,0.00001213454,0.00003714592,0.0002051764],"study_design_scores_gemma":[0.000005116635,0.00006305725,0.9992549,0.000006871802,0.00004632682,0.0001948683,0.0001403065,0.0001272764,0.00001874847,0.00002149451,0.0001166919,0.000004315682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998669,0.000375092,0.0001457945,0.00004308004,0.000009490498,0.00001939785,0.0004819787,0.000002133567,0.0002540902],"genre_scores_gemma":[0.9992204,0.000144383,0.00008720483,0.00002987694,0.00001031854,0.00001717533,0.0004215814,0.000001674044,0.00006745109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004373603,"threshold_uncertainty_score":0.008696318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767101465833793,"score_gpt":0.277985772094319,"score_spread":0.260314757435981,"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."}}