{"id":"W4232076637","doi":"10.1038/scibx.2013.1211","title":"Translational tidbits","year":2013,"lang":"en","type":"article","venue":"Science-Business eXchange","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill; Weill Cornell Medical College; University of Pennsylvania; Université de Sherbrooke; University of Texas Southwestern Medical Center; University of Texas MD Anderson Cancer Center; Cancer Prevention and Research Institute of Texas","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008652528,0.0001397743,0.0002158753,0.0005796453,0.0003101862,0.00008172759,0.0003455071,0.00005542786,0.004051961],"category_scores_gemma":[0.0003398995,0.00009705675,0.00004358376,0.003387675,0.001461412,0.0007216273,0.00006589773,0.0001461022,0.0007311759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006354885,"about_ca_system_score_gemma":0.0007875324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002890688,"about_ca_topic_score_gemma":0.00002014091,"domain_scores_codex":[0.9970209,0.00001526285,0.0001981094,0.0004573326,0.001636309,0.0006720767],"domain_scores_gemma":[0.997971,0.00004181328,0.00004230441,0.0003506047,0.001079554,0.0005147104],"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":[0.0001301333,0.0006647775,0.07708692,0.0005826007,0.00002799697,0.0001262315,0.006130147,0.00001050381,0.3241033,0.002740036,0.02967756,0.5587198],"study_design_scores_gemma":[0.00132695,0.000115933,0.9668019,0.0001243829,0.00001656524,0.0001266653,0.000305476,0.001187556,0.003356607,0.0005387423,0.02592373,0.0001754214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909236,0.0008140357,0.0006407103,0.02116701,0.0009644324,0.0009813806,0.000004865631,0.0001263751,0.06606519],"genre_scores_gemma":[0.9891794,0.0001390138,0.0009356952,0.001579457,0.0006576105,0.00007902324,0.00001232211,0.00001286925,0.007404573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.889715,"threshold_uncertainty_score":0.9968585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04587203848486773,"score_gpt":0.3242724191770482,"score_spread":0.2784003806921805,"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."}}