{"id":"W7074016786","doi":"","title":"Optimal uptake rates for initial treatments for cervical cancer in concordance with guidelines in Australia and Canada: results from two large cancer facilities","year":2015,"lang":"en","type":"article","venue":"NOVA (University of Newcastle Australia)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Concordance; Radiation therapy; Cancer; Chemotherapy; Stage (stratigraphy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104134,0.0001520439,0.000364597,0.00006839815,0.00003556605,0.000007257784,0.00008859896,0.00008656632,0.0000706663],"category_scores_gemma":[0.0001372056,0.0001530845,0.00003325915,0.0001116822,0.0000940433,0.0001280887,0.00003571012,0.0001015047,6.432321e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000259006,"about_ca_system_score_gemma":0.0005905019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9703957,"about_ca_topic_score_gemma":0.9831591,"domain_scores_codex":[0.9989945,0.00001547117,0.000214161,0.0002915135,0.0001821027,0.0003022202],"domain_scores_gemma":[0.9991806,0.0001499585,0.000100806,0.0001222763,0.0002719114,0.0001744998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03467249,0.0003560739,0.8714991,0.00030947,0.0006113445,0.0007181485,0.004304309,0.01292782,0.0004733535,0.0002033679,0.06587081,0.008053733],"study_design_scores_gemma":[0.09008779,0.001847949,0.854933,0.001416791,0.0005699315,0.0000200855,0.01375664,0.008182952,0.001909429,0.0001022939,0.02645914,0.0007139883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870403,0.00008563697,0.0002805807,0.001674967,0.0001089859,0.0004576589,0.01030103,0.000009497783,0.00004132298],"genre_scores_gemma":[0.9868976,0.00002237872,0.008835405,0.00004971491,0.00009118936,0.000005496645,0.0002711976,0.000008964073,0.003818016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05541531,"threshold_uncertainty_score":0.6242605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2860774396881369,"score_gpt":0.4165944270026212,"score_spread":0.1305169873144843,"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."}}