{"id":"W2332189126","doi":"10.1097/01.cot.0000400074.66050.01","title":"GORDON McVIE: My Key Takeaways from ASCO11","year":2011,"lang":"en","type":"article","venue":"Oncology Times","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Computer science; Computer security","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":["insufficient_payload"],"category_scores_codex":[0.0001581809,0.0002013443,0.0004651745,0.0001064955,0.00006406086,0.000005663629,0.0001537345,0.000417867,0.008963418],"category_scores_gemma":[0.0001087122,0.0001855834,0.0001448766,0.0001624528,0.0001798168,0.00005502129,0.00008080242,0.0004140574,0.002363305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002474718,"about_ca_system_score_gemma":0.0004126185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006099704,"about_ca_topic_score_gemma":0.0001437043,"domain_scores_codex":[0.9986816,0.00008666734,0.0002895287,0.0004043391,0.0001795758,0.0003582604],"domain_scores_gemma":[0.9990033,0.00007513458,0.0001228103,0.000508246,0.00008287321,0.0002076376],"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":[0.002680225,0.002671262,0.01472335,0.00008837124,0.001712721,0.005047948,0.01049714,0.000008000741,0.1645779,0.007429308,0.5973644,0.1931994],"study_design_scores_gemma":[0.00431896,0.002132775,0.02357815,0.0001125275,0.0005675854,0.000261506,0.0002888284,0.0001265821,0.05066063,0.001644797,0.9159499,0.0003577497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1744754,0.002638612,0.0006493916,0.001343934,0.001107742,0.0004886471,0.00003508019,0.0002850903,0.8189761],"genre_scores_gemma":[0.9517331,0.0003932868,0.02056836,0.004224717,0.0007534902,0.0001112295,0.0002041517,0.000122069,0.02188958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7970865,"threshold_uncertainty_score":0.9984134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03185198164469064,"score_gpt":0.2766370717297413,"score_spread":0.2447850900850507,"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."}}