{"id":"W4295780546","doi":"10.4274/jus.galenos.2022.2021.0094","title":"Primary Renal Synovial Sarcoma","year":2022,"lang":"en","type":"article","venue":"Journal of Urological Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Synovial sarcoma; Primary (astronomy); Sarcoma; Internal medicine; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008209532,0.0001078729,0.0005328127,0.0001629712,0.0001152984,0.000010475,0.00008421478,0.00004632814,0.001917485],"category_scores_gemma":[0.0002194462,0.00006984187,0.0005148787,0.0001824822,0.0000460615,0.00004414679,0.000092772,0.0004508941,0.00001214961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525384,"about_ca_system_score_gemma":0.0001624949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002767011,"about_ca_topic_score_gemma":8.489542e-8,"domain_scores_codex":[0.9983639,0.0001793955,0.000517931,0.0001228828,0.0005966122,0.0002193427],"domain_scores_gemma":[0.9984961,0.0008398302,0.0002912531,0.0001218741,0.00006848245,0.0001824499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002339631,0.00335032,0.8805976,0.00001197454,0.0002589615,0.0151842,0.00002129296,0.00004086893,0.001212581,0.0001193613,0.05235863,0.04450459],"study_design_scores_gemma":[0.001049739,0.001465378,0.8616369,0.00001388383,0.0001570276,0.007618473,0.00001649771,0.000006818053,0.0001501954,0.0003417175,0.1274574,0.00008600709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881715,0.003206702,0.00001739141,0.007054725,0.0004375606,0.00007764618,0.00000517343,0.00001572829,0.001013551],"genre_scores_gemma":[0.9945951,0.0001588348,0.0002465164,0.004496959,0.000411295,0.00001114562,0.000007532145,0.000009654162,0.00006293227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07509874,"threshold_uncertainty_score":0.9989949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03545284796468447,"score_gpt":0.2582300664998068,"score_spread":0.2227772185351223,"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."}}