{"id":"W4308119005","doi":"10.3390/curroncol29110655","title":"Magnetic Resonance-Guided Radiation Therapy for Head and Neck Cancers","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Head and neck cancer; Magnetic resonance imaging; Head and neck; Radiation therapy; Radiation treatment planning; Radiology; Medical physics; Nuclear medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005271321,0.0005570034,0.000877697,0.002851197,0.000240922,0.0007791696,0.0006076628,0.000606904,0.004230591],"category_scores_gemma":[0.0009029438,0.0001921267,0.0005579187,0.002647922,0.0003896161,0.0008054763,0.0005413278,0.0009963267,0.001937435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005007164,"about_ca_system_score_gemma":0.000991769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001512907,"about_ca_topic_score_gemma":0.002814404,"domain_scores_codex":[0.9997994,0.00004077656,0.00003553733,0.00003438042,0.0000768931,0.00001301352],"domain_scores_gemma":[0.9996831,0.0001659431,0.00005219402,0.000008463046,0.00007481855,0.00001543476],"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":[0.00003272661,0.00003529952,0.0001753938,0.02771054,0.00008721713,0.0001352262,0.00005897288,0.0001424774,0.0007565123,0.001133331,0.02023226,0.9495001],"study_design_scores_gemma":[0.00001128615,0.00006823882,0.001326459,0.01235273,0.000210083,0.002409086,0.00007412957,0.00004887201,0.0003288152,0.00103945,0.9821137,0.00001725073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005055331,0.9990932,0.00004182855,0.0001064172,0.00007181655,0.00000306972,0.000009001188,0.000003148855,0.0006209787],"genre_scores_gemma":[0.0003539685,0.9992311,0.00006818284,0.00007747924,0.0000653455,0.000002495059,0.00001165583,7.087372e-7,0.0001890963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004230591,"threshold_uncertainty_score":0.01415271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2832090341870003,"score_gpt":0.4978242553372921,"score_spread":0.2146152211502919,"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."}}