{"id":"W2316621334","doi":"10.1097/01.cot.0000449868.60039.bb","title":"Stand Up To Cancer","year":2014,"lang":"en","type":"article","venue":"Oncology Times","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Translational research; Medicine; Cervical cancer; Cancer; Management; Oncology; Internal medicine; Pathology","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":[0.0001814357,0.00005597786,0.0001990306,0.00005393682,0.00003895025,0.000005524405,0.00006046543,0.00007379665,0.02751858],"category_scores_gemma":[0.0001104723,0.00004286386,0.00003264626,0.0001086009,0.00005126093,0.00001422719,0.00004597424,0.0001363607,0.0006267921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625733,"about_ca_system_score_gemma":0.0002745078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001309077,"about_ca_topic_score_gemma":0.0001563663,"domain_scores_codex":[0.9993708,0.00003487055,0.00008600049,0.000151582,0.0001413006,0.0002154502],"domain_scores_gemma":[0.9994341,0.00009279306,0.00001155946,0.0001429672,0.0001026274,0.0002159378],"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":[0.000597802,0.00005419274,0.006460492,0.00004966409,0.00003704349,0.00001143486,0.0003259582,0.000003754196,0.0007669742,0.001192894,0.4153147,0.5751851],"study_design_scores_gemma":[0.001045035,0.0008528654,0.0479033,0.000007166205,0.00002326841,0.000006366902,0.00004151876,0.00007990056,0.00109014,0.000239629,0.9486601,0.00005071727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03037529,0.0007042899,0.000222955,0.02740242,0.0003479799,0.0002415055,0.000005980545,0.00004722004,0.9406524],"genre_scores_gemma":[0.8278689,0.0001532061,0.0003729403,0.00662168,0.0007718849,0.00008729393,0.000004316167,0.00001646436,0.1641033],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7974937,"threshold_uncertainty_score":0.9733704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083576658891961,"score_gpt":0.4265168460948578,"score_spread":0.3856810795059382,"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."}}