{"id":"W4414466322","doi":"10.2147/ijgm.s545573","title":"Current Status of Diagnosis and Treatment of Cap Polyposis: Insights From Chinese Studies and Comparative Analysis with Japanese Cases","year":2025,"lang":"en","type":"review","venue":"International Journal of General Medicine","topic":"Aortic Thrombus and Embolism","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Commission of Hubei Province","keywords":"Resection; Endoscopy; MEDLINE; Current (fluid); Multicenter study; Alternative medicine; Histopathological examination","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":[0.00006517506,0.0003460172,0.003736307,0.0009032254,0.00002222878,0.00000593597,0.000102722,0.00006523396,0.00002904505],"category_scores_gemma":[0.0001911487,0.0001625335,0.0002841474,0.0003617129,0.0003468974,0.00005596053,0.00004788153,0.0001434593,1.132166e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001657339,"about_ca_system_score_gemma":0.0002667287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00168642,"about_ca_topic_score_gemma":0.0002978764,"domain_scores_codex":[0.9978256,0.00009570509,0.001167154,0.0002117223,0.0005785926,0.0001212874],"domain_scores_gemma":[0.9967975,0.0007475318,0.001269171,0.0001415945,0.0008582075,0.0001859931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00105846,0.001153,0.03652729,0.005784868,0.09153438,0.0007667946,0.01564751,0.00002386827,0.00003036069,0.000134274,0.0005432779,0.8467959],"study_design_scores_gemma":[0.02292124,0.0196208,0.1647593,0.2727615,0.2429307,0.001868498,0.008690786,0.0001157559,0.0001464965,0.0003107693,0.2647245,0.001149679],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2574655,0.7417066,0.000005422721,0.0001537973,0.0003272214,0.0002017917,0.0001079724,0.000001826867,0.00002996282],"genre_scores_gemma":[0.1444436,0.8546081,0.0002092055,0.00002088453,0.0005728843,0.00001590395,0.00007921477,0.000006704162,0.00004355253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8456462,"threshold_uncertainty_score":0.6627926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056999208303819,"score_gpt":0.4435914506703921,"score_spread":0.3378915298400102,"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."}}