{"id":"W4410834836","doi":"10.1002/nbm.70064","title":"The Goldilocks Zone for 3‐T MRS Studies Using Semi‐LASER: Determining the Optimal Balance Between Repetition Time and Scan Time","year":2025,"lang":"en","type":"article","venue":"NMR in Biomedicine","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; Vancouver Coastal Health; International Collaboration On Repair Discoveries; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Bristol-Myers Squibb Canada","keywords":"Metabolite; Chemistry; Nuclear magnetic resonance; Nuclear medicine; Medicine; Physics; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004770282,0.0001323454,0.0002980298,0.00009690661,0.0002847308,0.00001150268,0.0001024322,0.00006449894,0.000004554908],"category_scores_gemma":[0.0001945821,0.00007599068,0.00003399173,0.0003699345,0.0003288197,0.00003883227,0.00007761212,0.0001430706,0.000001864153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073075,"about_ca_system_score_gemma":0.00004000579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001152942,"about_ca_topic_score_gemma":0.000003542898,"domain_scores_codex":[0.9990749,0.00001998712,0.0003190984,0.0002405606,0.0001236309,0.0002218253],"domain_scores_gemma":[0.9988986,0.0005473674,0.0001013686,0.0002925378,0.0001175762,0.00004261333],"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":[0.0009679411,0.0004051214,0.06284852,0.0007551169,0.0005709464,0.00002944892,0.001792015,0.0004561716,0.1794545,0.001488147,0.05451385,0.6967182],"study_design_scores_gemma":[0.02236174,0.004062248,0.1091824,0.01252931,0.002754267,0.0001741277,0.004396282,0.225796,0.05926134,0.009930045,0.5478967,0.001655548],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253176,0.003403621,0.04006695,0.02743386,0.00008954766,0.002612903,0.00008022138,0.0001905158,0.0008047085],"genre_scores_gemma":[0.9445062,0.001647294,0.04432048,0.001570338,0.000737555,0.0004471419,0.0001739451,0.00004855039,0.006548469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6950627,"threshold_uncertainty_score":0.309881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826661820761128,"score_gpt":0.3787193622513726,"score_spread":0.3504527440437613,"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."}}