{"id":"W3204158714","doi":"10.3390/curroncol28050332","title":"Spinal Manifestation of Malignant Primary (PLB) and Secondary Bone Lymphoma (SLB)","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Debulking; Decompression; Lesion; Lumbosacral joint; Tumor Debulking; Biopsy; Cohort; Spinal decompression; Lumbar; Spinal cord compression; Radiology; Cancer; Spinal cord; Chemotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002725213,0.0001289833,0.000424999,0.000119222,0.00003074322,0.000006302465,0.00004066744,0.00005251995,0.0004732893],"category_scores_gemma":[0.0001247937,0.0001246146,0.00007192702,0.0001302361,0.0001193924,0.00006422548,0.0001175099,0.00009581819,0.00002076694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142795,"about_ca_system_score_gemma":0.0005629041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003681454,"about_ca_topic_score_gemma":0.000003880943,"domain_scores_codex":[0.9987478,0.0001201225,0.0003987484,0.0002955018,0.0002402309,0.000197583],"domain_scores_gemma":[0.9992158,0.00005822023,0.0001768833,0.0002392281,0.0001571571,0.0001526683],"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":[0.0007480866,0.002079337,0.009211577,0.003409547,0.0001306285,0.001476262,0.0002542164,3.798101e-7,0.003528722,0.004479626,0.007651755,0.9670299],"study_design_scores_gemma":[0.009155231,0.001360771,0.7463513,0.000425001,0.0008176668,0.0007144506,0.0008569555,0.0001955389,0.001214928,0.0008922012,0.2377888,0.0002271807],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744564,0.0108883,0.0006988863,0.001792365,0.0006759529,0.0003688018,0.00003130377,0.00003111868,0.01105689],"genre_scores_gemma":[0.9878848,0.002016067,0.006833436,0.001285314,0.0001970813,0.00005529371,0.0004879567,0.00003329578,0.00120681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9668027,"threshold_uncertainty_score":0.5182186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06218420556931092,"score_gpt":0.3693881349138038,"score_spread":0.3072039293444929,"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."}}