{"id":"W3092816501","doi":"10.1002/hed.26496","title":"Short‐term and long‐term unstimulated saliva flow following unilateral vs bilateral radiotherapy for oropharyngeal carcinoma","year":2020,"lang":"en","type":"review","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Logistic regression; Cohort; Saliva; Internal medicine; Urology; Nuclear medicine; Gastroenterology","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":[0.0006750553,0.0001722457,0.0004230673,0.0002846457,0.0002141726,0.0003271929,0.0002349778,0.0002444865,0.0009494745],"category_scores_gemma":[0.002089318,0.00008897064,0.0004859533,0.0002850835,0.0002418876,0.0003252736,0.0004059794,0.0002781065,0.0001394522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005068289,"about_ca_system_score_gemma":0.0004309486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112967,"about_ca_topic_score_gemma":0.003540284,"domain_scores_codex":[0.9996019,0.00009303869,0.00004576903,0.00007397818,0.0001109833,0.00007445828],"domain_scores_gemma":[0.998996,0.0002600104,0.0005248624,0.0000366183,0.00009151306,0.0000911044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001312638,0.00009291496,0.980002,0.0001319354,0.00008885942,0.0001486314,0.0001261748,0.0001970408,0.002485091,0.000009370968,0.0001153366,0.01529],"study_design_scores_gemma":[0.000006590526,0.000612154,0.9979984,0.000008162824,0.00004715887,0.0003562662,0.0001139802,0.000141243,0.0005665458,0.000006842941,0.0001386268,0.000003969836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9989151,0.0007261943,0.00006060135,0.00001653007,0.000005802771,0.00001116141,0.0001048228,0.000002426445,0.0001574356],"genre_scores_gemma":[0.9996666,0.0001090485,0.00004954865,0.00000898405,0.000007985217,0.000009077399,0.00008712662,8.027345e-7,0.00006093879],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002112967,"threshold_uncertainty_score":0.004201353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06311971943371486,"score_gpt":0.3724278788338361,"score_spread":0.3093081594001212,"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."}}