{"id":"W3111661845","doi":"10.3802/jgo.2021.32.e12","title":"Time for enhancing government-led primary prevention of cervical cancer","year":2020,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Advanced Centre for Treatment, Research and Education in Cancer","keywords":"Medicine; Cervical cancer; Primary prevention; Government (linguistics); Intensive care medicine; Oncology; Cancer; 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":[0.006065502,0.0005770084,0.0005711804,0.001281577,0.001447218,0.00375294,0.001324998,0.003480802,0.109855],"category_scores_gemma":[0.02524016,0.0003532154,0.001642565,0.001158803,0.0004606239,0.003126207,0.004502013,0.00575416,0.01928177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004573222,"about_ca_system_score_gemma":0.02710173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01541803,"about_ca_topic_score_gemma":0.02057586,"domain_scores_codex":[0.9941896,0.00273254,0.0002610836,0.0003603637,0.001226754,0.001229673],"domain_scores_gemma":[0.9816344,0.002219077,0.001395142,0.0007200217,0.003875998,0.01015536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002015836,0.0003196533,0.00427872,0.001444171,0.0001475918,0.000108732,0.0003223604,0.0001078741,0.0002853106,0.01116168,0.776218,0.2054043],"study_design_scores_gemma":[0.0003211701,0.0003145274,0.02159982,0.003633565,0.0001512899,0.0002057291,0.001033005,0.0002004227,0.000398922,0.008089962,0.9640169,0.00003460502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008862872,0.02920722,0.005235319,0.8284945,0.02918771,0.0005140215,0.006986286,0.000970884,0.09054127],"genre_scores_gemma":[0.3074216,0.0495691,0.02527625,0.4493785,0.01829161,0.002167409,0.01307199,0.00115556,0.1336679],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.109855,"threshold_uncertainty_score":0.3675016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412872471106988,"score_gpt":0.3761330940530758,"score_spread":0.334845846942377,"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."}}