{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005269056,0.0003594069,0.001248906,0.007023092,0.000355752,0.003028624,0.001135474,0.0005257875,0.001468441],"category_scores_gemma":[0.01945621,0.0004168238,0.002217423,0.01301067,0.0009745762,0.001364549,0.001294515,0.0008343565,0.0001334147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002614653,"about_ca_system_score_gemma":0.004680152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0227516,"about_ca_topic_score_gemma":0.02496045,"domain_scores_codex":[0.9948684,0.001934738,0.001238138,0.0004837926,0.001207959,0.0002670349],"domain_scores_gemma":[0.980064,0.01121597,0.005785918,0.0005367888,0.001988081,0.000409315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001020304,0.00008817248,0.5642119,0.1402366,0.008229077,0.001223434,0.002793821,0.001989573,0.0006849779,0.003976931,0.00742281,0.2681224],"study_design_scores_gemma":[0.000103103,0.0003436252,0.8708785,0.06877839,0.01425581,0.003738526,0.00462234,0.000762492,0.0004633456,0.002176074,0.03375071,0.0001270809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06156455,0.9202297,0.0002548718,0.006751498,0.0002216031,0.0000862116,0.003804364,0.00001938614,0.007067703],"genre_scores_gemma":[0.553032,0.4431576,0.0007048608,0.001118424,0.0002445096,0.00009467014,0.001446897,0.0000102776,0.0001907928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0227516,"threshold_uncertainty_score":0.04523832,"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."}}