{"id":"W2094262560","doi":"10.1007/s00292-003-0657-2","title":"Muzin�ses, tubul�res und spindelzelliges Nierenkarzinom","year":2003,"lang":"de","type":"article","venue":"Der Pathologe","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Credit Valley Hospital","funders":"","keywords":"Immunohistochemistry; Pathology; Renal cell carcinoma; Immunophenotyping; Fluorescence in situ hybridization; Biology; Clear cell; Papillary renal cell carcinomas; Chromosome; Cancer research; Medicine; Molecular biology; Gene; Genetics; Flow cytometry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005949499,0.0008627962,0.001062689,0.0003258123,0.0002634668,0.0001062833,0.0003068931,0.0006106623,0.001282295],"category_scores_gemma":[0.0003247187,0.0007441873,0.0004479534,0.0004346932,0.0004065795,0.0001171664,0.0001183606,0.000718689,0.007770638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004068733,"about_ca_system_score_gemma":0.0004082205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001223066,"about_ca_topic_score_gemma":0.00002758458,"domain_scores_codex":[0.995352,0.0005562102,0.0008579278,0.001219828,0.0006995284,0.001314485],"domain_scores_gemma":[0.9971652,0.0002238904,0.0002881089,0.001490218,0.0001924226,0.0006401473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009852033,0.007428214,0.7516521,0.001893559,0.008010869,0.06011352,0.007774386,0.0001281988,0.02090963,0.01642425,0.06455802,0.06012202],"study_design_scores_gemma":[0.007409038,0.003673069,0.2386004,0.0006575927,0.008695534,0.001035669,0.0008471987,0.00004770201,0.1903296,0.002389644,0.5442896,0.002024958],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6533698,0.3177851,0.0002475984,0.0006008931,0.002372052,0.001051738,0.0001010618,0.000154406,0.02431732],"genre_scores_gemma":[0.9841695,0.005343648,0.001977455,0.001161298,0.0008970615,0.00009316151,0.0001967451,0.0001546678,0.006006409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5130517,"threshold_uncertainty_score":0.9996307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327192700546701,"score_gpt":0.2865159259113547,"score_spread":0.2532439989058877,"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."}}