{"id":"W3182786648","doi":"10.14740/wjon1391","title":"Treatment Outcomes of Patients With Cervical Intraepithelial Neoplasia or Invasive Carcinoma Who Underwent Loop Electrosurgical Excision Procedure","year":2021,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical intraepithelial neoplasia; Histopathology; Squamous intraepithelial lesion; Hysterectomy; Cervical cancer; HPV infection; Biopsy; Surgery; Colposcopy; Cytology; Gynecology; Cancer; Internal medicine; 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":[0.0002746929,0.0001112226,0.0002609013,0.0004256543,0.0003738202,0.0003937829,0.0002011282,0.0002408028,0.001222678],"category_scores_gemma":[0.00174799,0.00006491751,0.0004204151,0.0004666845,0.0002074024,0.0003612648,0.0003240742,0.0004244015,0.0001250298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003397943,"about_ca_system_score_gemma":0.0004450553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009336687,"about_ca_topic_score_gemma":0.002015578,"domain_scores_codex":[0.9997069,0.00003800611,0.00004251984,0.00005684067,0.00007078834,0.00008491945],"domain_scores_gemma":[0.999059,0.0001264802,0.0005322013,0.00002302382,0.00008381734,0.0001753943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006100821,0.00003417746,0.9967258,0.00001716795,0.00002321142,0.0002446896,0.00005055574,0.00003754168,0.0000982551,0.00001071719,0.00007939522,0.002617473],"study_design_scores_gemma":[0.000008575595,0.0003601141,0.9954532,0.00002575016,0.00005472483,0.002883191,0.0004742754,0.0001760802,0.0001157741,0.00005960407,0.0003816349,0.000007013368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987521,0.0004990403,0.00004464919,0.00007929357,0.000007446408,0.000007528094,0.0001605692,0.000002053263,0.0004472121],"genre_scores_gemma":[0.9994447,0.0001544582,0.0000305962,0.00003300146,0.00001255524,0.000006711568,0.0002453615,7.430131e-7,0.00007195838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001222678,"threshold_uncertainty_score":0.00409025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02696464054854939,"score_gpt":0.3350828189300637,"score_spread":0.3081181783815143,"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."}}