{"id":"W4238356305","doi":"10.21203/rs.3.rs-42736/v1","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":"preprint","venue":"Research Square","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; London Health Sciences Centre","funders":"London Health Sciences Foundation","keywords":"Swallowing; Basal cell; Medicine; Randomized controlled trial; Protocol (science); Oral cavity; Oncology; Surgery; Internal medicine; Pathology; Dentistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01783921,0.005286176,0.006117688,0.001110276,0.002099771,0.002551349,0.003153396,0.004254159,0.02728212],"category_scores_gemma":[0.01129197,0.002029848,0.002947208,0.001558226,0.002806722,0.002146834,0.001457659,0.005813353,0.004999696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002799872,"about_ca_system_score_gemma":0.01031674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192745,"about_ca_topic_score_gemma":0.003370516,"domain_scores_codex":[0.992974,0.004525241,0.0004582648,0.000632317,0.0006285869,0.0007816424],"domain_scores_gemma":[0.9949322,0.001081534,0.001272667,0.0006888529,0.0006930364,0.001331772],"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":[0.9645823,0.01714839,0.0005721493,0.002203717,0.0007725055,0.00009370178,0.0001082818,0.0009007247,0.002025359,0.0004842903,0.003052129,0.008056385],"study_design_scores_gemma":[0.9644506,0.03087352,0.0005213031,0.0001246852,0.0002591512,0.0000196842,0.00002153805,0.0004071287,0.0003254474,0.0003287344,0.002649997,0.00001814841],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.037684,0.0007589024,0.002305686,0.000469394,0.0005250851,0.9539322,0.00236967,0.000204851,0.001750169],"genre_scores_gemma":[0.02679666,0.0004491479,0.003175161,0.0005434089,0.0001556165,0.9666018,0.0006010499,0.0000184303,0.001658776],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02728212,"threshold_uncertainty_score":0.0943439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2122603006416039,"score_gpt":0.5396523270074105,"score_spread":0.3273920263658066,"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."}}