{"id":"W4387439628","doi":"10.1097/mog.0000000000000980","title":"Editorial introductions","year":2023,"lang":"en","type":"article","venue":"Current Opinion in Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pediatric gastroenterology; Family medicine; Section (typography); Library science; Medical school; Gerontology; Pediatrics; Hepatology; Medical education; Internal medicine","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":[0.000205625,0.00008229689,0.0001508786,0.0004140576,0.00002765951,0.000007412995,0.00007061235,0.00003192336,0.0001190711],"category_scores_gemma":[0.0001136742,0.00007833309,0.00006543762,0.0002976829,0.00006333566,0.00004191279,0.0001240166,0.0002285405,0.0003827151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000062855,"about_ca_system_score_gemma":0.00003954152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005272523,"about_ca_topic_score_gemma":0.000002608983,"domain_scores_codex":[0.9988631,0.00005777678,0.0001843566,0.0002441843,0.0002372581,0.0004132951],"domain_scores_gemma":[0.9995475,0.0000164676,0.00002431661,0.0002058549,0.00005101764,0.0001547951],"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":[0.0004312247,0.0002097895,0.05325466,0.0001378155,0.00001679917,0.000001246833,0.00002103848,0.00001970499,0.00005678895,0.0002186395,0.9412631,0.004369184],"study_design_scores_gemma":[0.002019209,0.0003817291,0.1643077,0.00006392637,0.000007744586,0.000008515861,0.0000443993,0.0001781287,0.000001560917,0.0001599692,0.8327916,0.00003548338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1019512,0.0005699255,0.0004068454,0.01441312,0.8812051,0.0008717002,0.00002912906,0.000286651,0.0002663268],"genre_scores_gemma":[0.2165192,0.01068886,0.000127449,0.0001718299,0.7694187,0.0007742021,0.001723653,0.00006163528,0.0005144894],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1145679,"threshold_uncertainty_score":0.4919156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0454659220621761,"score_gpt":0.3807680682680731,"score_spread":0.335302146205897,"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."}}