{"id":"W3116201895","doi":"10.1148/radiol.2020202747","title":"MRI-guided Radiation Therapy: An Emerging Paradigm in Adaptive Radiation Oncology","year":2020,"lang":"en","type":"review","venue":"Radiology","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute","keywords":"Medicine; Radiation oncology; Medical physics; Radiation therapy; Radiobiology; Radiology","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":[0.001527869,0.0008462777,0.001502894,0.002464024,0.0003060592,0.001470411,0.001148957,0.001649175,0.002597496],"category_scores_gemma":[0.001424153,0.0003229441,0.0007073878,0.002483035,0.001251005,0.00258082,0.0009332756,0.003249752,0.001637222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023176,"about_ca_system_score_gemma":0.001653864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130666,"about_ca_topic_score_gemma":0.001635537,"domain_scores_codex":[0.9995401,0.0001148715,0.00005371937,0.00007011546,0.0001857304,0.00003540526],"domain_scores_gemma":[0.9987742,0.0007580395,0.00009895047,0.00003530069,0.0002682326,0.00006523837],"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":[0.00005208017,0.00006796265,0.0001627928,0.0177773,0.00007861696,0.0001437883,0.00008733155,0.0004301058,0.002034271,0.01218382,0.02024615,0.9467357],"study_design_scores_gemma":[0.00001286342,0.0001293913,0.0005863066,0.003402882,0.00007915457,0.001281852,0.00007515253,0.0001832836,0.0006001991,0.004979509,0.9886401,0.00002929401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007128222,0.9980316,0.000337922,0.0005800645,0.0002314392,0.000004191279,0.000006798927,0.000009240934,0.0007275309],"genre_scores_gemma":[0.000524189,0.9981713,0.00042621,0.0003461944,0.0002635155,0.000006098128,0.00001227978,0.000002368951,0.0002478476],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002597496,"threshold_uncertainty_score":0.008689523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137474330019424,"score_gpt":0.4539570335888656,"score_spread":0.3402096005869232,"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."}}