{"id":"W1976343694","doi":"10.1097/ede.0b013e3181afede2","title":"Epidemiology's Contributions to a Nobel Prize Recognition","year":2009,"lang":"en","type":"article","venue":"Epidemiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Public health; Human papilloma virus; Human immunodeficiency virus (HIV); Medicine; Political science; Cervical cancer; Library science; Family medicine; Pathology; Cancer","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":[0.03561097,0.002007246,0.002370362,0.004031333,0.005369639,0.01834247,0.002300608,0.01241754,0.01910773],"category_scores_gemma":[0.08454773,0.0008538528,0.00168299,0.001732029,0.00727145,0.009284342,0.01160673,0.02346978,0.01363369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007354552,"about_ca_system_score_gemma":0.01284934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002170701,"about_ca_topic_score_gemma":0.003519344,"domain_scores_codex":[0.9753621,0.007637623,0.001767182,0.002711038,0.008897116,0.003624875],"domain_scores_gemma":[0.936092,0.01507,0.002567525,0.003331232,0.01799792,0.02494135],"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":[0.00006079522,0.00004167041,0.0004133618,0.0001005767,0.00003764059,0.00009156373,0.0001679108,0.00006232086,0.00007908024,0.02769312,0.9440635,0.02718858],"study_design_scores_gemma":[0.00001715599,0.00003959295,0.0004333399,0.0002569755,0.00001664207,0.0001539023,0.0002004307,0.00005737116,0.00006183733,0.01736575,0.981366,0.00003103274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004877581,0.02708003,0.001039668,0.6983233,0.2604279,0.0000181597,0.0001748535,0.00007576114,0.01237253],"genre_scores_gemma":[0.02449396,0.04396439,0.002782662,0.5168144,0.3108841,0.0001260885,0.0006146942,0.0006137485,0.09970603],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03561097,"threshold_uncertainty_score":0.1883311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178526087605003,"score_gpt":0.4914011407953434,"score_spread":0.3128750531903404,"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."}}