{"id":"W4412892559","doi":"10.36106/ijsr/3701881","title":"TO STUDY THE PREVALENCE AND RISK FACTORS OF HEMORRHOIDS IN TERTIARY CARE CENTER","year":2025,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Tertiary care; Center (category theory); Hemorrhoids; Medicine; Family medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009311203,0.00005055259,0.0001073815,0.0006129273,0.00007541077,0.00007407054,0.0003054138,0.000014293,0.00006747646],"category_scores_gemma":[0.000408723,0.00002687457,0.00005574841,0.0002953143,0.0001637686,0.00007653871,0.000159345,0.0001943682,0.000002130789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064865,"about_ca_system_score_gemma":0.0001425505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009403556,"about_ca_topic_score_gemma":0.00003860363,"domain_scores_codex":[0.9984602,0.0001295858,0.0002652592,0.0001292223,0.0009039595,0.0001117456],"domain_scores_gemma":[0.9986958,0.0001741913,0.00005985368,0.0001280037,0.0008692499,0.00007290908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001968473,0.0004033212,0.9889976,0.00002558467,0.0001422257,0.00005578757,0.002907235,0.000002886786,0.0002846172,0.00001602505,0.0002523213,0.006715585],"study_design_scores_gemma":[0.0009312107,0.0001591319,0.9930161,0.0001668087,0.00002937602,0.000006709992,0.004150199,0.00001417537,0.001242235,0.00007534917,0.0001905311,0.00001815363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977102,0.0004369566,0.000005724505,0.0008203922,0.0003739274,0.0002879945,0.00002547944,0.000001173728,0.0003381538],"genre_scores_gemma":[0.9984199,0.00007411561,0.00003270943,0.00002245579,0.00002189271,0.00000329826,0.000001610459,0.000002561273,0.001421423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006697432,"threshold_uncertainty_score":0.1095913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093956041883071,"score_gpt":0.4292079212653087,"score_spread":0.388268360846478,"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."}}