{"id":"W3136368135","doi":"10.5539/gjhs.v13n4p106","title":"Histopathology of Polyps and Its Clinical Correlation in Sample of Iraqi Patients Undergoing Colonoscopic Examination","year":2021,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Adenoma; Colorectal cancer; Hyperplastic Polyp; Histopathology; Internal medicine; Gastroenterology; Tubular adenoma; Family history; Endoscopy; Colorectal Polyp; Referral; Cancer; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003387063,0.0001847872,0.0001669453,0.001184629,0.0005175953,0.0003221894,0.0002309799,0.0002352464,0.002870691],"category_scores_gemma":[0.001969992,0.0002386539,0.0001874339,0.0006093442,0.0003488697,0.0002719541,0.0003735715,0.0001974499,0.0004109455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005745,"about_ca_system_score_gemma":0.0002413292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936707,"about_ca_topic_score_gemma":0.002929898,"domain_scores_codex":[0.9996718,0.00005436312,0.00005433969,0.00006757849,0.00008473187,0.00006714633],"domain_scores_gemma":[0.9991146,0.0001274851,0.000440047,0.00003855487,0.0001735989,0.0001056854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004133545,0.00001939731,0.9978547,0.00002113235,0.00000796746,0.0003698357,0.0001818182,0.0000124055,0.0003713247,0.000008688086,0.00007141777,0.001040126],"study_design_scores_gemma":[0.000002712124,0.0001433012,0.9953296,0.000008924129,0.000008288192,0.003425886,0.000674091,0.00004577583,0.0001143759,0.000009789973,0.0002344689,0.000002765716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987541,0.0002730305,0.00005168256,0.00003134042,0.000004434521,0.00002110477,0.0001874443,0.000003493412,0.0006734183],"genre_scores_gemma":[0.9993293,0.0001719675,0.0001303639,0.00002464777,0.000007684196,0.00001699358,0.0001529992,9.704627e-7,0.0001650185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002870691,"threshold_uncertainty_score":0.009603381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04383563507875947,"score_gpt":0.3794950409648576,"score_spread":0.3356594058860981,"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."}}