{"id":"W4250585629","doi":"10.1016/j.brachy.2021.06.034","title":"PHSOR08 Presentation Time: 10:35 AM","year":2021,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Brachytherapy; Soft palate; Presentation (obstetrics); Soft tissue; External beam radiation; Medical physics; Radiology; Surgery; Radiation therapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001425522,0.001549985,0.001423353,0.001745119,0.003830116,0.007762699,0.001704978,0.005884755,0.9404206],"category_scores_gemma":[0.004669218,0.0008264698,0.001863793,0.0007786208,0.0007730667,0.00184589,0.005284647,0.003088316,0.8575023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548829,"about_ca_system_score_gemma":0.001378716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002667807,"about_ca_topic_score_gemma":0.007128327,"domain_scores_codex":[0.9991665,0.0001156768,0.00002152857,0.0001003534,0.0002302451,0.0003657475],"domain_scores_gemma":[0.9968606,0.0003785935,0.00007123839,0.0001618262,0.0008889798,0.00163883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000507825,0.0001118223,0.000198499,0.0001197673,0.00001067281,0.0001790872,0.00005919388,0.00004365424,0.0005644677,0.0008014017,0.9814341,0.01596951],"study_design_scores_gemma":[0.0002419549,0.0002634267,0.003049072,0.0003654404,0.00001587123,0.0001517223,0.0002284783,0.0002114406,0.0006082262,0.001094337,0.9937391,0.00003085401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002392996,0.0004531829,0.0005823878,0.005501782,0.016081,0.000614689,0.004441184,0.003587801,0.9663451],"genre_scores_gemma":[0.003978692,0.0001797098,0.0001487863,0.0008443766,0.001760634,0.0001326203,0.0007964646,0.0006954398,0.9914632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9404206,"threshold_uncertainty_score":0.08498281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385877053184678,"score_gpt":0.3283170298336595,"score_spread":0.3044582593018127,"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."}}