{"id":"W2977927250","doi":"10.1093/annonc/mdz283.051","title":"A prospective correlative trial of personalized patient-derived xenograft (PDX) as avatars for drug therapy in patients with metastatic or recurrent soft tissue sarcomas (STS)","year":2019,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Drug; Oncology; Prospective cohort study; Clinical trial; Drug holiday; Surgery; Pharmacology; Immunology; Human immunodeficiency virus (HIV)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001794347,0.0008477358,0.001198283,0.0002699085,0.0004034598,0.001272653,0.0005960964,0.001221883,0.004409506],"category_scores_gemma":[0.0008414544,0.000376607,0.0009674247,0.0003169505,0.001247629,0.001225981,0.0004500931,0.00341974,0.0008264501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000763818,"about_ca_system_score_gemma":0.0008020691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004004763,"about_ca_topic_score_gemma":0.0008223088,"domain_scores_codex":[0.9995054,0.0002147455,0.00001775166,0.0001262458,0.00003669253,0.00009916475],"domain_scores_gemma":[0.9994304,0.0001154496,0.00009429175,0.0001165037,0.00002801767,0.0002154393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7529781,0.08474036,0.008318813,0.0004942364,0.001272718,0.0003518981,0.0003671892,0.006187361,0.03615222,0.002520474,0.004780684,0.1018359],"study_design_scores_gemma":[0.2488456,0.7283884,0.006809969,0.00003546537,0.0005623942,0.000359667,0.0001444338,0.002796994,0.005668557,0.001000427,0.005355646,0.00003229393],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948367,0.001006073,0.0005380728,0.0004347723,0.0002584182,0.0007084415,0.0004769685,0.00004747496,0.001693197],"genre_scores_gemma":[0.9932766,0.000751176,0.001168039,0.0005778189,0.0001395118,0.0008308052,0.001016382,0.00002382754,0.00221592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004409506,"threshold_uncertainty_score":0.0147512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05487858923430974,"score_gpt":0.3729655393967458,"score_spread":0.318086950162436,"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."}}