{"id":"W2112422374","doi":"10.1634/theoncologist.2009-0237","title":"Long-Term Survival in Patients with Metastatic Melanoma Treated with DTIC or Temozolomide","year":2010,"lang":"en","type":"article","venue":"The Oncologist","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Dacarbazine; Temozolomide; Chemotherapy; Internal medicine; Oncology; Melanoma; Multivariate analysis; Survival analysis; Cancer; Univariate analysis; Surgery; Cancer research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002235092,0.0001737736,0.0003229822,0.00009498302,0.00008013455,0.00002585167,0.0001276907,0.000046515,0.0004178963],"category_scores_gemma":[0.00007122676,0.00007679652,0.0000297859,0.0002774065,0.0002268668,0.00003479898,0.00003875154,0.0002970259,0.00006683222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126992,"about_ca_system_score_gemma":0.00008190937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002564338,"about_ca_topic_score_gemma":0.01115495,"domain_scores_codex":[0.9989855,0.0000782644,0.0002019689,0.0002306477,0.0002493302,0.0002542946],"domain_scores_gemma":[0.9992104,0.0001381298,0.0001057237,0.000397933,0.00006129393,0.00008657233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008358261,0.000872331,0.9795158,0.00005351163,0.0002090421,0.001201124,0.0001217496,0.00001091722,0.0002386471,0.00008059003,0.0001490054,0.009189058],"study_design_scores_gemma":[0.006284477,0.004402687,0.9873086,0.00003951747,0.0002872927,0.0002185199,0.0001418914,0.00002878438,0.0002120947,0.000006085389,0.0009237268,0.0001462936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992694,0.000005410962,0.00004583303,0.0005706774,0.0001533863,0.001043167,0.000004257993,0.00008289423,0.005400422],"genre_scores_gemma":[0.994011,0.000003876496,0.0002913432,0.0002591127,0.00004346227,0.00005950477,0.00002295468,0.00002437016,0.005284306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01089852,"threshold_uncertainty_score":0.6224725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118839622427745,"score_gpt":0.2746117808038098,"score_spread":0.2534233845795323,"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."}}