{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007597518,0.0001833462,0.0002900063,0.00008108719,0.00008674559,0.00002671389,0.0001207421,0.0001091404,0.006013101],"category_scores_gemma":[0.00002283598,0.0001367102,0.0001746839,0.0001437513,0.00008910197,0.00003612423,0.00004391687,0.0002231824,0.00008129409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341104,"about_ca_system_score_gemma":0.0001871426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001493012,"about_ca_topic_score_gemma":0.0006935564,"domain_scores_codex":[0.998619,0.00001077313,0.0001981832,0.0003691837,0.0003131892,0.0004896416],"domain_scores_gemma":[0.999104,0.0000870561,0.00003114403,0.000334012,0.0000971659,0.000346665],"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":[0.01504696,0.0008075062,0.002297349,0.0005970367,0.0006972085,0.0001517428,0.0007984115,0.000008170558,0.01055951,0.003841785,0.008558737,0.9566356],"study_design_scores_gemma":[0.0521123,0.003374795,0.09593654,0.00006463558,0.0007451215,0.00002055271,0.0005218159,0.001446105,0.05934478,0.0006105538,0.7851695,0.0006532785],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372372,0.001773326,0.0002939053,0.01125158,0.006367529,0.00331016,0.0002497608,0.0002019245,0.03931459],"genre_scores_gemma":[0.9912184,0.001270763,0.0005996912,0.0004279175,0.002792735,0.001458645,0.00005126355,0.0000473589,0.002133204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9559823,"threshold_uncertainty_score":0.9948955,"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."}}