{"id":"W4311492393","doi":"10.1177/00220345221138533","title":"Noninvasive Monitoring of Radiation-Induced Salivary Gland Vascular Injury","year":2022,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"FujiFilm VisualSonics (Canada)","funders":"National Institute of Dental and Craniofacial Research; National Cancer Institute; National Institutes of Health; National Center for Research Resources; Roswell Park Cancer Institute","keywords":"Salivary gland; Vascularity; Pathology; Medicine; Immune system; Head and neck cancer; Saliva; Radiation therapy; Internal medicine; Immunology","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":[0.0002721001,0.0002588042,0.0002312958,0.0002867915,0.00006966107,0.000222928,0.0001344576,0.0002638192,0.0007363338],"category_scores_gemma":[0.0002653621,0.0001163659,0.0001744229,0.00012558,0.0002435134,0.00025441,0.0002030189,0.0004389556,0.0001256313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009393874,"about_ca_system_score_gemma":0.0001231572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001350882,"about_ca_topic_score_gemma":0.0002353713,"domain_scores_codex":[0.9998755,0.00003251443,0.000006053176,0.00002426654,0.00004348733,0.00001809961],"domain_scores_gemma":[0.9998266,0.00004892116,0.00006616698,0.00001903814,0.00002054074,0.0000188358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001029526,0.00002547856,0.001227632,0.00003789036,0.000005397236,0.00002860281,0.00001611492,0.00005763402,0.9941824,0.00002633492,0.00001901469,0.004270386],"study_design_scores_gemma":[0.0000112788,0.001884536,0.05596855,0.00001177288,0.00005317855,0.0007735689,0.00008156156,0.001879934,0.9378508,0.000116459,0.001355806,0.00001261428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734161,0.004355283,0.02064484,0.00005982777,0.00002074153,0.0000654164,0.0001672519,0.0002347948,0.001035822],"genre_scores_gemma":[0.9879128,0.002056896,0.008652544,0.00005311523,0.00002288009,0.00008122481,0.0001461421,0.0000211164,0.001053157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007363338,"threshold_uncertainty_score":0.002463281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099425819667753,"score_gpt":0.3232135544221703,"score_spread":0.2922192962254928,"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."}}