{"id":"W2046781021","doi":"10.1118/1.4740204","title":"Sci—Fri PM: Delivery — 09: Response of a tumor xenograft model to radiation therapy using magnetic resonance spectroscopy","year":2012,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta","funders":"","keywords":"Phosphocholine; Phosphocreatine; Metabolite; Creatine; Glutamine; Choline; Taurine; Chemistry; Radiation therapy; Alanine; Nuclear medicine; Magnetic resonance imaging; Nuclear magnetic resonance; Medicine; Endocrinology; Internal medicine; Biochemistry; Amino acid; Phospholipid","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":[0.0002532199,0.0004974597,0.0005113093,0.0005698683,0.0003612896,0.0004714136,0.0004401254,0.0007338336,0.0146662],"category_scores_gemma":[0.000157727,0.0001788857,0.0006037246,0.0002744539,0.0003751497,0.0003415103,0.0003674545,0.001115054,0.0049348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006650628,"about_ca_system_score_gemma":0.0004025879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002664442,"about_ca_topic_score_gemma":0.004116396,"domain_scores_codex":[0.9998457,0.0000133268,0.000009049065,0.00004136077,0.00004132285,0.00004918425],"domain_scores_gemma":[0.9998513,0.00001138208,0.00002266301,0.00003063324,0.00001844571,0.00006551839],"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":[0.006367305,0.001229816,0.000682766,0.0001379581,0.00006872077,0.0003154359,0.00007341924,0.0002846265,0.9546316,0.0005245626,0.01310479,0.02257907],"study_design_scores_gemma":[0.0003051589,0.009251831,0.01503075,0.00004176292,0.00007114661,0.0005965998,0.00007297056,0.001368219,0.9106199,0.0002212488,0.06238659,0.0000339298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022436,0.003918814,0.01429116,0.003872006,0.001166174,0.001737077,0.01571367,0.003739811,0.0533178],"genre_scores_gemma":[0.8176456,0.002726586,0.008781548,0.001940353,0.0003657239,0.00146279,0.0143101,0.0009938425,0.1517734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0146662,"threshold_uncertainty_score":0.04906332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03506038573973985,"score_gpt":0.3484867766830637,"score_spread":0.3134263909433238,"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."}}