{"id":"W1571178595","doi":"10.1002/cncr.25635","title":"Expectant management versus immediate treatment for low‐grade cervical intraepithelial neoplasia","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; McMaster University; Ontario Clinical Oncology Group","funders":"","keywords":"Medicine; Colposcopy; Cervical intraepithelial neoplasia; Confidence interval; Biopsy; Randomized controlled trial; Stage (stratigraphy); Surgery; Cervical cancer; Intraepithelial neoplasia; Carcinoma in situ; Gynecology; Obstetrics; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00194291,0.0003810261,0.001204646,0.0002590182,0.0002460059,0.0002906742,0.0006208183,0.0008138012,0.002543557],"category_scores_gemma":[0.004325134,0.0001581639,0.0006895192,0.0001988399,0.0005865141,0.0003021052,0.0002525084,0.00107002,0.0001801906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005329939,"about_ca_system_score_gemma":0.0007358092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006972628,"about_ca_topic_score_gemma":0.001552124,"domain_scores_codex":[0.998982,0.0006615517,0.00008299972,0.0001062891,0.0001034084,0.00006379627],"domain_scores_gemma":[0.9971145,0.001561523,0.0007536835,0.0000840446,0.0000727489,0.000413445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8359293,0.01160343,0.008864712,0.002114002,0.001125519,0.0001048442,0.0001493397,0.0008331662,0.002964726,0.0001551012,0.0003496284,0.1358062],"study_design_scores_gemma":[0.2913773,0.6615176,0.03907369,0.0005305516,0.001996067,0.0002576374,0.0000765177,0.001333164,0.001966131,0.000314247,0.001532782,0.00002438726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897602,0.008336238,0.0002423214,0.0003556163,0.0000944178,0.0004457804,0.00005319097,0.00001395188,0.0006982659],"genre_scores_gemma":[0.9960932,0.002186,0.0006273853,0.0002181701,0.0002125387,0.0003800508,0.00006053883,0.000001895189,0.00022028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002543557,"threshold_uncertainty_score":0.01027524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04422044598493055,"score_gpt":0.3812573088553661,"score_spread":0.3370368628704355,"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."}}