{"id":"W2752919384","doi":"10.1016/j.cell.2017.08.020","title":"A Prize for Cancer Prevention","year":2017,"lang":"en","type":"article","venue":"Cell","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Biology; Human papilloma virus; Cancer; Virology; Papilloma; Cervical cancer; Immunology; Cancer research; Pathology; Genetics; 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":[0.004039585,0.001706486,0.001285121,0.002134074,0.002829049,0.008331377,0.001640376,0.004510647,0.2306817],"category_scores_gemma":[0.008036016,0.0004294853,0.001221441,0.001276093,0.001779826,0.004262574,0.005230404,0.008928583,0.1321689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003220996,"about_ca_system_score_gemma":0.006172074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014169,"about_ca_topic_score_gemma":0.003965273,"domain_scores_codex":[0.9967912,0.0005300643,0.0001619968,0.0005300578,0.001350179,0.0006364656],"domain_scores_gemma":[0.9942994,0.0004821162,0.0002259712,0.0003634282,0.001313547,0.0033156],"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":[0.00004423295,0.00002545905,0.0001160512,0.00008317577,0.00001039113,0.00003634429,0.00004044909,0.00003704271,0.0001132641,0.01197367,0.933555,0.05396491],"study_design_scores_gemma":[0.000007470861,0.00002509455,0.0001721293,0.00008667553,0.000002914514,0.00007646601,0.0000300526,0.00002240528,0.00003749793,0.002038929,0.9974953,0.000004980455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001607569,0.06476013,0.003049087,0.242843,0.2733732,0.0002520483,0.002493699,0.0008417094,0.4107796],"genre_scores_gemma":[0.01112824,0.03186085,0.002065256,0.04336763,0.03367473,0.000167141,0.001920508,0.0005223318,0.8752933],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2306817,"threshold_uncertainty_score":0.7717072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09187493531406221,"score_gpt":0.4384235734892404,"score_spread":0.3465486381751782,"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."}}