{"id":"W3126664753","doi":"10.1200/go.20.00079","title":"Cervix Cancer in Sub-Saharan Africa: An Assessment of Cervical Cancer Management","year":2021,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"National Cancer Institute","keywords":"Cervix; Cervical cancer; Cancer; Medicine; Gynecology; Oncology; Obstetrics; Internal medicine","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":[0.000711291,0.0002841945,0.000178894,0.001470634,0.000767476,0.0007300016,0.0002546483,0.0002980196,0.001215105],"category_scores_gemma":[0.002986571,0.0001474991,0.0002300783,0.002149807,0.0002746465,0.0009944353,0.000934674,0.0003373964,0.000134668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134134,"about_ca_system_score_gemma":0.00168998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411516,"about_ca_topic_score_gemma":0.01594176,"domain_scores_codex":[0.9995477,0.0001381972,0.00006682417,0.00003232638,0.0001120756,0.0001028623],"domain_scores_gemma":[0.9992588,0.00008793351,0.0003467534,0.0000127702,0.0001682621,0.0001254188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003361392,0.00006239516,0.9587467,0.0002825542,0.00004439784,0.0003850826,0.003543782,0.0001867553,0.0002339293,0.0001596768,0.001165009,0.0351561],"study_design_scores_gemma":[0.000005662711,0.0001338767,0.9811663,0.0002818423,0.00002987568,0.0006938674,0.01030728,0.0001576322,0.0001188756,0.0001136112,0.006984095,0.000007238236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826829,0.008657333,0.0001371232,0.003046385,0.00003558966,0.0001150935,0.0007073697,0.00000968434,0.004608538],"genre_scores_gemma":[0.9935395,0.005324693,0.000233538,0.0002611882,0.00002669315,0.00007712437,0.0002189355,0.000001509902,0.000316946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411516,"threshold_uncertainty_score":0.02806598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05548927900747063,"score_gpt":0.472068511799622,"score_spread":0.4165792327921514,"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."}}