{"id":"W2580688286","doi":"10.1007/s11764-017-0598-z","title":"Cervical cancer screening for survivors diagnosed with cancer before age 25","year":2017,"lang":"en","type":"article","venue":"Journal of Cancer Survivorship","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia; BC Cancer Agency","funders":"Canadian Cancer Society","keywords":"Medicine; Cervical cancer; Cancer; Public health; Health informatics; Quality of Life Research; Gynecology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002473956,0.00017145,0.0002471812,0.0009427448,0.0006994395,0.0003723013,0.0003263521,0.000614089,0.004511733],"category_scores_gemma":[0.002677866,0.0001865334,0.0004878629,0.0008154526,0.0001254329,0.0005731983,0.0004782715,0.00044734,0.0002050245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719764,"about_ca_system_score_gemma":0.001420686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03699828,"about_ca_topic_score_gemma":0.07840802,"domain_scores_codex":[0.9997398,0.00004383045,0.0000215361,0.00002656474,0.00004771627,0.0001205088],"domain_scores_gemma":[0.9994569,0.0001414655,0.0001399647,0.00001632017,0.00006033048,0.0001849614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001794233,0.0001163528,0.9828119,0.00005430102,0.00002633924,0.0002219623,0.000155149,0.0000353483,0.000154179,0.00003760848,0.00130794,0.01489953],"study_design_scores_gemma":[0.00001610745,0.0002104241,0.9973253,0.0001068024,0.00006362041,0.0003409691,0.0007294576,0.0001289145,0.00008697306,0.00006436354,0.0009215876,0.00000535147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894923,0.002832193,0.00006349185,0.001207121,0.00009146515,0.00008738643,0.001359233,0.00001007068,0.004856896],"genre_scores_gemma":[0.9965792,0.001357402,0.0001038037,0.0002498425,0.00004223477,0.00003030607,0.0005226409,0.000001940462,0.001112622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03699828,"threshold_uncertainty_score":0.07356584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08439530814127696,"score_gpt":0.4060458787332838,"score_spread":0.3216505705920069,"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."}}