{"id":"W2015334666","doi":"10.1159/000214917","title":"How Multidisciplinary Research Advanced the Mission of Cervical Cancer Prevention","year":2009,"lang":"en","type":"article","venue":"Public Health Genomics","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Icon; Citation; Download; Library science; Multidisciplinary approach; World Wide Web; Computer science; Internet privacy; Medicine; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002616665,0.0001051664,0.0003027434,0.0001703127,0.0003315996,0.00004807605,0.0002564875,0.00009849087,0.0004246166],"category_scores_gemma":[0.0003119961,0.00006967894,0.00009778342,0.0006377166,0.0001356218,0.0001091963,0.0001255159,0.0006684412,0.000007596206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000715442,"about_ca_system_score_gemma":0.002627435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599039,"about_ca_topic_score_gemma":0.0001110815,"domain_scores_codex":[0.9975476,0.0003141691,0.0003417595,0.0003032175,0.0007565481,0.0007367413],"domain_scores_gemma":[0.998114,0.0001520056,0.00009601426,0.0004677784,0.0005995119,0.0005706626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003971882,0.0003875316,0.001286139,0.0003473636,0.0000161722,0.000002147786,0.001110903,0.00001005398,0.001468785,0.001032747,0.002414589,0.9915264],"study_design_scores_gemma":[0.00324716,0.002793767,0.6654461,0.0001088454,0.0000132907,0.00001708315,0.002508089,0.003275034,0.00107478,0.003279969,0.3180561,0.0001797579],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.31122,0.00688001,0.0005066917,0.674321,0.0001780022,0.001762339,0.00002223175,0.00004268394,0.005067012],"genre_scores_gemma":[0.9925207,0.00307737,0.0006635051,0.001107986,0.0003799644,0.00004156523,0.00003236958,0.00001774666,0.00215881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9913466,"threshold_uncertainty_score":0.4660956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2301821557619866,"score_gpt":0.5003868438822674,"score_spread":0.2702046881202808,"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."}}