{"id":"W4247732446","doi":"10.1038/sj.modpathol.3801036","title":"Gynecologic","year":2008,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Pathology; Medicine","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":[0.00005327252,0.0001009789,0.0002286436,0.00005989832,0.00005962847,0.000001220097,0.00004466102,0.0001018584,0.0002221319],"category_scores_gemma":[0.00004215091,0.00007717118,0.0000755559,0.00005062266,0.0001083991,0.00001693164,0.00003272962,0.0001093547,0.0004700088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006806207,"about_ca_system_score_gemma":0.00004972318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004313881,"about_ca_topic_score_gemma":0.000002040301,"domain_scores_codex":[0.999278,0.00003950741,0.0001250605,0.0002411875,0.00009627858,0.0002199577],"domain_scores_gemma":[0.9995226,0.000034918,0.0000290513,0.0002927151,0.00003555325,0.00008510876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004799934,0.001305864,0.6863074,0.00006522782,0.0001281343,0.1038284,0.002630564,0.00008588073,0.1673538,0.0006722771,0.005358437,0.03178402],"study_design_scores_gemma":[0.001911108,0.001246667,0.9601763,0.000005126541,0.00006998816,0.02005206,0.00001534788,0.0005170137,0.01210889,0.001564129,0.002188744,0.0001445776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728102,0.0006007888,0.0009557066,0.000554756,0.00009838901,0.0001780123,0.000001581862,0.0000888664,0.02471169],"genre_scores_gemma":[0.992722,0.00006498804,0.001971472,0.0009213984,0.0000596975,0.00003178946,0.00001411147,0.00001429455,0.004200262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2738689,"threshold_uncertainty_score":0.6041169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04854708230432188,"score_gpt":0.2632663030839774,"score_spread":0.2147192207796556,"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."}}