{"id":"W4394610427","doi":"10.3390/curroncol31040155","title":"Interdisciplinary Collaboration in Head and Neck Cancer Care: Optimizing Oral Health Management for Patients Undergoing Radiation Therapy","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Head and neck cancer; Radiation therapy; Head and neck; Radiation treatment planning; Oral health; Intensive care medicine; Dental care; Incidence (geometry); Dental extraction; Cancer; Radiation Therapist; Cancer treatment; Dentistry; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003848434,0.0003989892,0.0006993214,0.001144523,0.002835741,0.002947606,0.0008516467,0.002067491,0.002991957],"category_scores_gemma":[0.008006527,0.0002516192,0.000678787,0.0007922216,0.0008658849,0.002061912,0.004075604,0.00244501,0.0005430182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590835,"about_ca_system_score_gemma":0.009145035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003057802,"about_ca_topic_score_gemma":0.008611203,"domain_scores_codex":[0.9959683,0.00255679,0.0002791744,0.0001794077,0.0006414464,0.0003748017],"domain_scores_gemma":[0.9963489,0.001225256,0.0005475905,0.00006718398,0.0006922873,0.001118834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001131642,0.0006156312,0.03285618,0.008158122,0.0003355469,0.003153025,0.01977716,0.0008298492,0.00187588,0.007954614,0.06537454,0.8589563],"study_design_scores_gemma":[0.0001687236,0.001038692,0.1297387,0.02449256,0.0006002377,0.01239694,0.09395827,0.00136632,0.001591594,0.03028752,0.7040883,0.0002722119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1225871,0.5149302,0.03183532,0.2243903,0.007463257,0.001228233,0.0002086224,0.0004156545,0.0969414],"genre_scores_gemma":[0.5540494,0.3266483,0.07265916,0.03124917,0.004083901,0.001130627,0.0003028908,0.00008496058,0.009791575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003848434,"threshold_uncertainty_score":0.02035272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089330982072584,"score_gpt":0.5168392659762834,"score_spread":0.407906167769025,"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."}}