{"id":"W2620120167","doi":"10.2196/resprot.6806","title":"Neoadjuvant Hypofractionated Radiotherapy and Chemotherapy in High-Grade Extremity Soft Tissue Sarcomas: Phase 2 Clinical Trial Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation therapy; Protocol (science); Soft tissue; Soft tissue sarcoma; Chemotherapy; Clinical trial; Radiology; Oncology; Surgery; Internal medicine; Pathology; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008200446,0.003810148,0.003196239,0.000835064,0.001477462,0.001804058,0.002974,0.003876534,0.02415884],"category_scores_gemma":[0.004883412,0.001259286,0.00161601,0.001056667,0.001559985,0.001344472,0.001199911,0.004327629,0.004778004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031852,"about_ca_system_score_gemma":0.009826501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165724,"about_ca_topic_score_gemma":0.004083413,"domain_scores_codex":[0.9973142,0.001684458,0.0001447323,0.0002174664,0.0002592941,0.0003798741],"domain_scores_gemma":[0.9972126,0.0003574514,0.0006300251,0.0003534727,0.0004691715,0.0009772817],"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":[0.8855986,0.05799174,0.001729953,0.002826455,0.0007081201,0.0002407177,0.0002369385,0.00227376,0.01035839,0.0008979355,0.01398306,0.02315439],"study_design_scores_gemma":[0.9013182,0.0825602,0.00233257,0.000171639,0.0002327328,0.0001293625,0.00004988376,0.0009748829,0.001075645,0.0005303262,0.01059113,0.00003347894],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.158779,0.001591052,0.00496219,0.002072495,0.0007874769,0.8147986,0.009340669,0.0004398148,0.0072288],"genre_scores_gemma":[0.07744468,0.001556404,0.008983079,0.002406239,0.0003226118,0.8948051,0.005777868,0.00004789107,0.0086561],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02415884,"threshold_uncertainty_score":0.08081937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3445884376511286,"score_gpt":0.624707857095341,"score_spread":0.2801194194442125,"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."}}