{"id":"W7125639461","doi":"10.71000/zjn9e620","title":"PATTERN OF CHOLELITHIASIS AND ITS RISK FACTORS IN MALE AND FEMALE PATIENTS ON ABDOMINAL ULTRASOUND: A CROSS-SECTIONAL STUDY","year":2025,"lang":"","type":"article","venue":"Insights-Journal of Health and Rehabilitation","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Gallstones; Abdominal pain; Asymptomatic; Abdominal ultrasonography; Abdominal obesity; Family history; Disease; Abdominal ultrasound; Obesity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005724699,0.0001967835,0.0003790466,0.0007074818,0.0004561398,0.0004301229,0.0001998467,0.0003585597,0.00145405],"category_scores_gemma":[0.001254485,0.0003190664,0.0003076339,0.000834407,0.0002569126,0.0005458944,0.000345066,0.0003974474,0.0002661285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868866,"about_ca_system_score_gemma":0.0002467158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002486583,"about_ca_topic_score_gemma":0.003359799,"domain_scores_codex":[0.999605,0.00008717901,0.00005998026,0.00007952325,0.00009612116,0.00007217743],"domain_scores_gemma":[0.9992531,0.0001451902,0.0003130622,0.00004230546,0.0001103064,0.0001360627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002046696,0.00002455731,0.9994605,0.000005856601,0.000007367418,0.00005265917,0.00009253348,0.000003372252,0.00005503428,0.000002739408,0.00002011296,0.0002546573],"study_design_scores_gemma":[0.000002485518,0.000168268,0.9986753,0.000006053121,0.00001026887,0.0005269696,0.0004696576,0.0000289174,0.00002065526,0.000005062958,0.000083999,0.000002280633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993626,0.0001407404,0.00003397942,0.00002573575,0.000002887155,0.00001343742,0.0001556565,0.000001050407,0.0002638859],"genre_scores_gemma":[0.999553,0.000112463,0.0000607279,0.00003289066,0.000006395133,0.00001318068,0.0001329108,5.893594e-7,0.0000878675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002486583,"threshold_uncertainty_score":0.004944205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537814070986635,"score_gpt":0.3207709490457257,"score_spread":0.3053928083358593,"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."}}