{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003188825,0.0004415029,0.0008067072,0.001326199,0.003195591,0.002466859,0.002236193,0.001240779,0.001456243],"category_scores_gemma":[0.01836531,0.0008050484,0.001225164,0.003909012,0.001775974,0.0008583398,0.00239986,0.001676594,0.0001878073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05446777,"about_ca_system_score_gemma":0.04951978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898087,"about_ca_topic_score_gemma":0.9921477,"domain_scores_codex":[0.9948255,0.001310687,0.0003041841,0.0005637701,0.001374708,0.001621164],"domain_scores_gemma":[0.982137,0.003964685,0.002324598,0.0004653858,0.007321837,0.003786481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001429796,0.0006564599,0.9752285,0.0001630982,0.000224474,0.0001690787,0.006419386,0.0009677263,0.0003716602,0.0002025629,0.00119047,0.01297676],"study_design_scores_gemma":[0.00008548175,0.0003294488,0.9932602,0.00004140796,0.0001016688,0.00004518197,0.004815824,0.000804477,0.0001435757,0.00002692366,0.0003124777,0.00003334641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977896,0.0002250381,0.00008428802,0.0002780588,0.000005152283,0.0001050442,0.0007119124,0.000009834501,0.0007911488],"genre_scores_gemma":[0.9981462,0.0001673735,0.0003817009,0.0001443908,0.000003009369,0.00005522904,0.0005375558,0.00001124443,0.0005532937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05446777,"threshold_uncertainty_score":0.3951932,"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."}}