{"id":"W4246419861","doi":"10.1038/sj.labinvest.3700732","title":"Gynecologic","year":2008,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Gynecology","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":[0.00006631708,0.00008779422,0.0001241189,0.00005699644,0.00008319952,0.000004096064,0.00002830963,0.0000655357,0.000130863],"category_scores_gemma":[0.0001084076,0.00007299874,0.00002922234,0.000271972,0.0001276353,0.00008001,0.000008899338,0.00008412311,0.0003382195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227526,"about_ca_system_score_gemma":0.000235793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007082733,"about_ca_topic_score_gemma":0.000001871952,"domain_scores_codex":[0.9993831,0.0000402803,0.0001340896,0.0001555507,0.0001698113,0.000117203],"domain_scores_gemma":[0.9994439,0.00002792312,0.00004871109,0.0001948142,0.0001349152,0.0001496882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003876102,0.0000966854,0.811331,0.0000486713,0.00004241634,0.0005696192,0.0006347271,0.00001363548,0.1748081,0.00111353,0.01097728,0.0003255221],"study_design_scores_gemma":[0.0006420609,0.0002753189,0.8112603,0.00001384565,0.00003711543,0.00008332472,0.00003074503,0.00004246974,0.182268,0.0003056721,0.004952703,0.00008846119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946851,0.0002280849,0.00001204098,0.0006846458,0.00009547195,0.0002086097,0.000003526347,0.0001198065,0.003962681],"genre_scores_gemma":[0.9952727,0.00002418122,0.002088023,0.001809941,0.00009708454,0.00003014911,0.00004182705,0.0000116621,0.0006244184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007459905,"threshold_uncertainty_score":0.434724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961233526456709,"score_gpt":0.2446438101218767,"score_spread":0.2050314748573096,"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."}}