{"id":"W2051429614","doi":"10.3389/fphar.2012.00149","title":"Recurrent Oral Cancer: Current and Emerging Therapeutic Approaches","year":2012,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Fondation du cancer du sein du Québec","keywords":"Medicine; Drug resistance; Drug; Cancer; Radiation therapy; Immunotherapy; Metastasis; Efficacy; Oncology; Intensive care medicine; Bioinformatics; Internal medicine; Pharmacology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002241759,0.0001619421,0.0002128409,0.0000852977,0.00005289963,0.00000729067,0.0001233902,0.0000984678,0.00003408801],"category_scores_gemma":[0.000005750273,0.0001584572,0.0000505535,0.00009387986,0.0001140554,0.000008935917,0.00009061411,0.0001740595,0.000001421436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003320809,"about_ca_system_score_gemma":0.00005722827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000138294,"about_ca_topic_score_gemma":0.00001375041,"domain_scores_codex":[0.9989147,0.0001198298,0.0001689582,0.0002748873,0.00006899791,0.0004526882],"domain_scores_gemma":[0.9996846,0.000004596458,0.00006272315,0.0001076802,0.00001697369,0.0001233981],"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":[0.0002053882,0.0002053026,0.07350773,0.00005099588,0.000141737,3.278736e-7,0.0004397455,0.00003275649,0.04300854,0.00006381521,0.09899301,0.7833506],"study_design_scores_gemma":[0.001149738,0.00004238632,0.00836852,0.000006136738,0.00009238994,0.00000586685,0.0001363769,0.0003008857,0.01455355,0.00006489436,0.9750546,0.00022471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5099036,0.4608495,0.002071599,0.0003080638,0.02630071,0.0003128478,0.00001904364,0.00001364222,0.0002211182],"genre_scores_gemma":[0.9424559,0.05209858,0.0008900075,0.0004490536,0.003668953,0.0002053933,0.00003666004,0.00002777766,0.0001676064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8760616,"threshold_uncertainty_score":0.6461697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604244255326537,"score_gpt":0.3212622453145944,"score_spread":0.285219802761329,"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."}}