{"id":"W7005128029","doi":"","title":"Preservation of swallowing in resected oral cavity squamous cell carcinoma: examining radiation volume effects (PRESERVE): study protocol for a randomized phase II trial","year":2020,"lang":"en","type":"article","venue":"Scholarly Commons - Baptist Health South Florida (Baptist Health South Florida)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institutes of Health; London Health Sciences Foundation","keywords":"Head and neck; Oral cavity; Radiation therapy; Basal cell; Clinical trial; Osteoradionecrosis; Quality of life (healthcare)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009255092,0.001071447,0.004687351,0.0004253367,0.001823373,0.0002049906,0.0008571082,0.0006358257,0.00009912413],"category_scores_gemma":[0.007111935,0.0008927768,0.0005903308,0.001676444,0.0003313481,0.0008783967,0.0006392156,0.002889079,0.00001961205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008480623,"about_ca_system_score_gemma":0.001500457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003422575,"about_ca_topic_score_gemma":0.0003824654,"domain_scores_codex":[0.9857033,0.004527014,0.004255268,0.001846232,0.001570736,0.002097481],"domain_scores_gemma":[0.9918633,0.002325326,0.002339923,0.0008629056,0.0006574374,0.00195112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8169501,0.005595276,0.1417583,0.007629312,0.0002153486,0.0001067658,0.0205045,0.0001035509,0.0002627377,0.00005090846,0.00295127,0.003871963],"study_design_scores_gemma":[0.8202236,0.06122234,0.1076678,0.000373254,0.0002545728,0.000004055697,0.001720954,0.005707682,0.0001015456,0.00005084856,0.001870089,0.0008033038],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7256758,0.0005013284,0.001225802,0.004200506,0.0009853006,0.2662778,0.0007705456,0.0002896286,0.00007337639],"genre_scores_gemma":[0.8609,0.000009218089,0.001529619,0.002247515,0.001369683,0.1333244,0.0004535549,0.00009859324,0.0000673769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1352243,"threshold_uncertainty_score":0.9994761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1328667880943741,"score_gpt":0.3939538856335082,"score_spread":0.2610870975391341,"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."}}