{"id":"W3198135792","doi":"10.1186/s40729-021-00372-5","title":"Investigating dose homogeneity in radiotherapy of oral cancers in the presence of a dental implant system: an in vitro phantom study","year":2021,"lang":"en","type":"article","venue":"International Journal of Implant Dentistry","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Iran University of Medical Sciences","keywords":"Radiation therapy; Imaging phantom; Medicine; Dental implant; Dentistry; Implant; Nuclear medicine; Homogeneity (statistics); Radiology; Surgery; Mathematics","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":[0.001777626,0.0006333729,0.0005408043,0.0006832829,0.0002782413,0.0005655576,0.0007137729,0.0005587895,0.001208905],"category_scores_gemma":[0.002126779,0.0006615086,0.0006874563,0.0007384018,0.0005518471,0.00030446,0.0005069666,0.0004565248,0.0002041523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007691922,"about_ca_system_score_gemma":0.0005205575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199016,"about_ca_topic_score_gemma":0.001398538,"domain_scores_codex":[0.9988973,0.0003915725,0.00006832035,0.0002320785,0.0003012817,0.0001093681],"domain_scores_gemma":[0.9971968,0.001599329,0.0004744663,0.0003747025,0.0002561634,0.00009850846],"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":[0.0008348367,0.0003968743,0.0041361,0.0003091466,0.00009060177,0.0001323627,0.000452905,0.0108712,0.9781137,0.0001900737,0.00008251055,0.004389717],"study_design_scores_gemma":[0.0001196831,0.005925233,0.02502668,0.00004795554,0.0004621147,0.0008899326,0.0003493343,0.02198443,0.9421362,0.0001537762,0.002821431,0.00008313393],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809391,0.002643715,0.01501576,0.00004697064,0.00003102782,0.0001610071,0.0002155006,0.00008290284,0.0008638885],"genre_scores_gemma":[0.9857922,0.0008618656,0.01188243,0.00003644687,0.00001658945,0.00009544059,0.0003570894,0.00006068772,0.0008973046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00199016,"threshold_uncertainty_score":0.009401083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983259021584616,"score_gpt":0.3463178119384352,"score_spread":0.3264852217225891,"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."}}