{"id":"W3145094260","doi":"10.3389/fonc.2021.616027","title":"MR-Guided Radiotherapy for Liver Malignancies","year":2021,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Radiation therapy; Medicine; Medical physics; Computer science; 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":[0.000564485,0.000719011,0.001134973,0.001877079,0.0001822439,0.0006858609,0.0007197384,0.0008349729,0.004100987],"category_scores_gemma":[0.0007871966,0.000204841,0.0006713207,0.001730752,0.0004947428,0.0007702814,0.0005672914,0.001280705,0.002169892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004803902,"about_ca_system_score_gemma":0.0007606988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009089992,"about_ca_topic_score_gemma":0.001425499,"domain_scores_codex":[0.9997849,0.00004460564,0.00002708688,0.00003654458,0.0000896361,0.0000173445],"domain_scores_gemma":[0.999723,0.0001555461,0.00004496085,0.000009714958,0.00005576503,0.00001102368],"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":[0.00005798582,0.00004284905,0.0001245276,0.023804,0.000125346,0.0001651094,0.000046115,0.0004203693,0.002424326,0.001705351,0.01579592,0.9552883],"study_design_scores_gemma":[0.00002401625,0.0001362797,0.001505452,0.007643613,0.0001994532,0.003291886,0.00004612999,0.0001205683,0.00114986,0.002003041,0.9838542,0.00002555405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008961791,0.9988882,0.0001447337,0.0001114693,0.0000839658,0.000003102547,0.000009465695,0.000006308429,0.0006631303],"genre_scores_gemma":[0.0006759697,0.9986476,0.0001624484,0.000101349,0.00008776857,0.000003592229,0.00002090906,0.000001910714,0.0002985163],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004100987,"threshold_uncertainty_score":0.01371914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04122728697801487,"score_gpt":0.3819460273459487,"score_spread":0.3407187403679338,"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."}}