{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000720938,0.0000305528,0.00007410289,0.00001174554,0.0001054713,0.00002234189,0.00006605833,0.00002759124,0.002478747],"category_scores_gemma":[0.00004311418,0.00002442852,0.00005242145,0.000009454464,0.00002524998,0.0000276672,0.0000250589,0.00005079812,0.00003386445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003068884,"about_ca_system_score_gemma":0.00008438672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007724055,"about_ca_topic_score_gemma":0.00007646719,"domain_scores_codex":[0.9996621,0.000003005968,0.00004699355,0.00009066284,0.00008537557,0.0001118402],"domain_scores_gemma":[0.9996134,0.00001147543,0.0000228086,0.0002145802,0.00007352832,0.00006420491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00144891,0.0004147776,0.02014867,0.001927802,0.00005879531,0.00001124362,0.0002398318,0.000001179628,0.03295487,0.0004440613,0.05087041,0.8914794],"study_design_scores_gemma":[0.004604626,0.000417422,0.3648441,0.00003651347,0.00007400029,0.000001310668,0.00002106494,0.0003814179,0.07812608,0.0019138,0.5494831,0.00009660723],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2434231,0.002003789,0.0016738,0.007121694,0.0005440009,0.001691348,0.00002394515,0.00004902532,0.7434692],"genre_scores_gemma":[0.9381593,0.000125018,0.0002566551,0.0001277535,0.000357553,0.0001107684,0.00000549244,0.000007689189,0.0608498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8913828,"threshold_uncertainty_score":0.9984331,"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."}}