{"id":"W2566110348","doi":"10.4103/0971-5851.195751","title":"Burden of cervical cancer and role of screening in India","year":2016,"lang":"en","type":"article","venue":"Indian Journal of Medical and Paediatric Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Visual inspection; Cervical cancer screening; Incidence (geometry); Cancer; Quarter (Canadian coin); Gynecology; Family medicine; Obstetrics; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001055926,0.0000810772,0.0005879105,0.0003906256,0.00001428626,0.000002372452,0.0001352114,0.000292233,0.001807541],"category_scores_gemma":[0.0005316545,0.00004706125,0.00006705785,0.0002693194,0.0003263523,0.0000473275,0.00008908881,0.0004724967,6.422497e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003280305,"about_ca_system_score_gemma":0.0007757671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001672805,"about_ca_topic_score_gemma":0.00004547924,"domain_scores_codex":[0.9982659,0.0001141894,0.0006169182,0.0001129596,0.0006635368,0.0002264675],"domain_scores_gemma":[0.998281,0.0007389018,0.0002344394,0.00006313717,0.0001262698,0.0005562359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006497105,0.00007818247,0.3071859,0.0001458735,0.0000425162,0.0004119965,0.0006271816,1.948678e-7,0.0002175977,0.00006788443,0.00007648187,0.6904964],"study_design_scores_gemma":[0.01015593,0.002714725,0.9759193,0.0003350962,0.0001044021,0.001035712,0.0009580572,0.00004436147,0.0004333458,0.0008998552,0.007307419,0.00009179014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973387,0.01408958,0.00003069658,0.01135057,0.00009864342,0.00009193015,0.000009793667,0.00000165012,0.0009401157],"genre_scores_gemma":[0.9878602,0.01092669,0.0001860217,0.0001741616,0.0008207461,0.000002500666,4.184575e-7,0.000006654116,0.00002259051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6904047,"threshold_uncertainty_score":0.9991049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178300212942556,"score_gpt":0.3433363683756108,"score_spread":0.3255063470813552,"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."}}