{"id":"W2167592570","doi":"","title":"Cervical squamous and glandular\\n\\nintraepithelial neoplasia: identification\\n\\nand current management approaches","year":2003,"lang":"en","type":"review","venue":"Redalyc (Universidad Autónoma del Estado de México)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Colposcopy; Medicine; Malignancy; Biopsy; Squamous carcinoma; Squamous intraepithelial lesion; Adenocarcinoma; Carcinoma in situ; Cytology; Intraepithelial neoplasia; Cancer; Cervical intraepithelial neoplasia; Cervical cancer; Pathology; Gynecology; Internal medicine; Carcinoma; Prostate 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006247832,0.0008011369,0.001978447,0.0009520691,0.0003499888,0.0002221267,0.0005214186,0.0006784418,0.0009490314],"category_scores_gemma":[0.00005811384,0.0007391867,0.0007248592,0.001105674,0.0003467585,0.0001873958,0.0003793822,0.001400501,0.0001576854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025885,"about_ca_system_score_gemma":0.0007586275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000634474,"about_ca_topic_score_gemma":0.000026933,"domain_scores_codex":[0.995594,0.0003572183,0.0008094357,0.00132406,0.0009006398,0.001014631],"domain_scores_gemma":[0.9974077,0.0001959466,0.0003326844,0.001025735,0.0001603762,0.0008775356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001316678,0.0003609049,0.0002457018,0.02963433,0.0004226655,0.0006105677,0.000138508,0.000001413848,5.371626e-7,0.006004208,0.0007259636,0.9617235],"study_design_scores_gemma":[0.002517572,0.0002165912,0.006308387,0.001617822,0.003152754,0.0009001428,0.0003809724,0.0003240008,0.00000193629,0.0002497541,0.9835798,0.0007503369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003997452,0.9753581,0.001367289,0.0002165153,0.000351232,0.002108368,0.0001098026,0.0001477838,0.01994111],"genre_scores_gemma":[0.003495106,0.9911719,0.0006639067,0.00006380589,0.0003712977,0.0001354844,0.0003324396,0.0001416188,0.003624459],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9828538,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0620704659474554,"score_gpt":0.3183467010238599,"score_spread":0.2562762350764045,"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."}}