{"id":"W2340476070","doi":"10.1002/hed.24464","title":"Historical compliance rates for providing postoperative radiotherapy in oral cavity squamous cell carcinoma","year":2016,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Port (circuit theory); Guideline; Basal cell; Radiation therapy; Cohort; Retrospective cohort study; Pathological; Surgery; General surgery; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009333642,0.0001132895,0.0002383941,0.001601913,0.000576792,0.0009474232,0.0006826915,0.0003602284,0.001098415],"category_scores_gemma":[0.0322056,0.0001961907,0.0003501731,0.002195325,0.0006072028,0.0004425795,0.0006242989,0.0005429861,0.0001084819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780879,"about_ca_system_score_gemma":0.001695182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0203026,"about_ca_topic_score_gemma":0.02573805,"domain_scores_codex":[0.9907472,0.00326493,0.001692363,0.000738729,0.003099108,0.0004576727],"domain_scores_gemma":[0.9566651,0.01081149,0.02548778,0.002343722,0.003693178,0.0009986942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006577114,0.00001282082,0.9985251,0.00001610201,0.0000226385,0.00002022028,0.000123335,0.00001665799,0.00002765908,0.00001786204,0.00006830923,0.001083604],"study_design_scores_gemma":[0.00000348041,0.00008361098,0.9990506,0.00002151124,0.0000206826,0.0001036259,0.0002699726,0.00006357548,0.00008818808,0.00001222444,0.0002789657,0.000003641495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997617,0.0009476017,0.0001044455,0.00009864776,0.0000118742,0.00003139218,0.0004221169,0.000003636787,0.0007632929],"genre_scores_gemma":[0.9993232,0.0001393927,0.00008440348,0.00003669761,0.000006975211,0.00001564539,0.0003311363,0.000002023435,0.00006055827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0203026,"threshold_uncertainty_score":0.04936159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0697663649248284,"score_gpt":0.3530608032050726,"score_spread":0.2832944382802442,"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."}}