{"id":"W2790147597","doi":"10.1016/j.pathol.2017.09.023","title":"Response to: High-grade squamous intraepithelial lesion (HSIL) of the cervix with bizarre cytological appearances (‘pleomorphic HSIL’)","year":2018,"lang":"en","type":"letter","venue":"Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Royal Columbian Hospital","funders":"","keywords":"Squamous intraepithelial lesion; Dysplasia; Cervix; Cytopathology; Medicine; Uterine cervix; Pathology; Cytology; Lesion; Ascus (bryozoa); Gynecology; Cervical intraepithelial neoplasia; Cervical cancer; Biology; Internal medicine; Carcinoma; Cancer","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008958533,0.0004393092,0.001137064,0.0002965895,0.0001601781,0.00001934818,0.0007264589,0.001222889,0.002083211],"category_scores_gemma":[0.0008018046,0.0002394431,0.0002367816,0.0005898721,0.001391918,0.00002497241,0.0003681105,0.002449544,0.0002149969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339004,"about_ca_system_score_gemma":0.0004453926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001595811,"about_ca_topic_score_gemma":0.0001296957,"domain_scores_codex":[0.9954799,0.001308892,0.000526988,0.0008596035,0.0009886828,0.0008358838],"domain_scores_gemma":[0.9973787,0.0006958388,0.0002164237,0.00113181,0.0003953495,0.0001818963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04252264,0.0005571154,0.008553864,0.001804131,0.0002154496,0.01138028,0.001224926,0.00001297942,0.02557151,0.0001566663,0.8934229,0.01457756],"study_design_scores_gemma":[0.004713739,0.01085159,0.2415772,0.0003150933,0.0003490482,0.002442094,0.00007000032,0.00001405116,0.007208509,0.0005555587,0.7312744,0.0006286898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4135362,0.0005003708,0.0001153695,0.5829729,0.0006839389,0.001098376,0.0002013964,0.00007139312,0.0008200952],"genre_scores_gemma":[0.7724297,0.00008459822,0.0003584142,0.2216343,0.003727792,0.000148114,0.0000914589,0.00008555112,0.001440099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3613386,"threshold_uncertainty_score":0.9998518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04252170136051926,"score_gpt":0.3182657929001833,"score_spread":0.2757440915396641,"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."}}