{"id":"W4365444355","doi":"10.1177/17455057231164551","title":"Patient, disease, and survival outcomes for stage IB to stage IV cervical cancer—A population study","year":2023,"lang":"en","type":"article","venue":"Women s Health","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic; University of the Fraser Valley; University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Cervical cancer; Stage (stratigraphy); Population; Lymphovascular invasion; Oncology; Hazard ratio; Internal medicine; Adenosquamous carcinoma; Cancer; Radiation therapy; Proportional hazards model; Retrospective cohort study; Surgery; Gynecology; Metastasis; Adenocarcinoma; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004749091,0.0003310005,0.0003726833,0.001252708,0.0009387965,0.0006968576,0.0004994346,0.0004757756,0.001654104],"category_scores_gemma":[0.001287484,0.0003323364,0.0003545698,0.001932508,0.0004507227,0.0003419459,0.0006485552,0.000687513,0.0003462516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122247,"about_ca_system_score_gemma":0.001900696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1705727,"about_ca_topic_score_gemma":0.2524154,"domain_scores_codex":[0.9994381,0.0000885855,0.00004699951,0.0001466048,0.0001441054,0.000135624],"domain_scores_gemma":[0.9992223,0.00009671519,0.0002164165,0.00006790437,0.0001746219,0.0002220311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008373901,0.00004120228,0.9985709,0.00001049956,0.00004641859,0.00008202684,0.00009825335,0.00002608413,0.0001061065,0.000008300352,0.0001571218,0.0007693684],"study_design_scores_gemma":[0.0000112745,0.00008688826,0.9989285,0.000008716501,0.000036596,0.0002186384,0.0003010499,0.00006905029,0.00002444578,0.00001305071,0.0002967177,0.00000506973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986401,0.0001300928,0.00003425885,0.00002416225,0.000002384496,0.00002241836,0.0006580736,0.000002595064,0.0004858118],"genre_scores_gemma":[0.9987515,0.0001055031,0.0000386242,0.00003536134,0.000006017293,0.00002487787,0.0008704978,0.000001951523,0.0001656529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1705727,"threshold_uncertainty_score":0.3391597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06078660990241922,"score_gpt":0.3995904906553356,"score_spread":0.3388038807529163,"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."}}