{"id":"W4416790135","doi":"10.30683/1927-7229.2025.14.14","title":"Treatment Experience of Pelvic Osteosarcoma Arising in Li-Fraumeni Syndrome","year":2025,"lang":"","type":"article","venue":"Journal of Analytical Oncology","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteosarcoma; Histopathology; Biopsy; Chemotherapy; Needle biopsy; Palliative 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007745933,0.0004180747,0.002589423,0.001540942,0.00005960348,0.00002231574,0.0003815895,0.0007043998,0.0005504394],"category_scores_gemma":[0.0009960295,0.0003570256,0.0007940324,0.001564822,0.00066899,0.000145538,0.0001458411,0.001249284,0.00002128753],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004604107,"about_ca_system_score_gemma":0.004511037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001857421,"about_ca_topic_score_gemma":0.00009642598,"domain_scores_codex":[0.9947242,0.0004772267,0.003003071,0.0004358368,0.0006330066,0.0007266157],"domain_scores_gemma":[0.9964417,0.0008684924,0.001219386,0.0005085231,0.000495257,0.0004667085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.033181,0.04062583,0.1102549,0.001959974,0.01422929,0.2079918,0.02877349,0.005961563,0.09350976,0.01443434,0.00286951,0.4462085],"study_design_scores_gemma":[0.136462,0.2393524,0.2062523,0.01984748,0.02311323,0.0647037,0.03079315,0.07207465,0.0455232,0.004514278,0.1549005,0.002463138],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677361,0.01017154,0.001511705,0.007565732,0.001794336,0.0004603008,0.000006213572,0.000006747777,0.01074728],"genre_scores_gemma":[0.9956461,0.001979814,0.0008560276,0.0003574509,0.000160834,0.000005990841,0.000001562236,0.00002672216,0.0009655587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4437453,"threshold_uncertainty_score":0.9998882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294156868175244,"score_gpt":0.3610748922077605,"score_spread":0.338133323526008,"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."}}