{"id":"W4210809503","doi":"10.1002/mp.15472","title":"Technical note: Toward implementation of MR‐guided radiation therapy for laryngeal cancer with healthy volunteer imaging and a custom MR‐CT larynx phantom","year":2022,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Imaging phantom; Larynx; Radiation therapy; Radiation treatment planning; Image-guided radiation therapy; Medicine; Nuclear medicine; Dosimetry; Medical imaging; Radiology; Surgery","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":[0.002483686,0.000443506,0.0002194983,0.0003533103,0.0001967401,0.0006031797,0.001462758,0.0005785713,0.002692165],"category_scores_gemma":[0.002831732,0.0004858688,0.0003067073,0.0001848524,0.0002939333,0.0005019454,0.0008973898,0.0004522674,0.001040133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372298,"about_ca_system_score_gemma":0.0009517069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006180695,"about_ca_topic_score_gemma":0.0008612489,"domain_scores_codex":[0.9994656,0.0001661616,0.00003560945,0.00008266223,0.0002181768,0.00003181899],"domain_scores_gemma":[0.9987915,0.0003330575,0.000158549,0.0002839301,0.0002829637,0.0001499432],"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":[0.001002885,0.0003117223,0.003720946,0.0004324751,0.00004173032,0.000981837,0.000384323,0.009296525,0.9084144,0.003625139,0.003103549,0.06868448],"study_design_scores_gemma":[0.0003071593,0.00347578,0.009528551,0.0001374691,0.0001635707,0.01273867,0.0001497185,0.100432,0.792686,0.001315913,0.07889458,0.0001704099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07521778,0.0003990666,0.9163211,0.000783979,0.0001152813,0.001035999,0.0002144715,0.002637238,0.003275056],"genre_scores_gemma":[0.2159077,0.0003099363,0.7782479,0.0002828206,0.00003319039,0.0009439034,0.0003877481,0.0006167538,0.003270107],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002692165,"threshold_uncertainty_score":0.01313514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396268458654617,"score_gpt":0.3534439529211893,"score_spread":0.3394812683346431,"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."}}