{"id":"W2097183264","doi":"10.1118/1.1501822","title":"Proton magnetic resonance spectroscopy in the brain: Report of AAPM MR Task Group #9","year":2002,"lang":"en","type":"review","venue":"Medical Physics","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Nuclear magnetic resonance; Magnetic resonance imaging; Task group; Medical physics; Medical physicist; In vivo magnetic resonance spectroscopy; Proton magnetic resonance; Spectroscopy; Nuclear magnetic resonance spectroscopy; Medical imaging; Computer science; Nuclear medicine; Medicine; Physics; Radiology; Artificial intelligence; Engineering","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":[0.004165598,0.000925619,0.001255247,0.002998895,0.0006165727,0.001276405,0.001381939,0.003106293,0.003233695],"category_scores_gemma":[0.003702106,0.0005331481,0.0007917397,0.003214849,0.0004815733,0.001543177,0.000672682,0.001660322,0.005152525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419673,"about_ca_system_score_gemma":0.007591903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007049445,"about_ca_topic_score_gemma":0.006143092,"domain_scores_codex":[0.998422,0.0002286947,0.0003001234,0.0001670829,0.0007718271,0.0001101785],"domain_scores_gemma":[0.9971972,0.0004228902,0.0004445388,0.0001020189,0.001593953,0.0002393196],"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":[0.0001461697,0.0002226828,0.001507442,0.008462904,0.00006085073,0.001296093,0.0001071571,0.0003187841,0.003492764,0.001825511,0.3596147,0.6229449],"study_design_scores_gemma":[0.00002018035,0.0002046294,0.004254064,0.001516869,0.00006158707,0.002975217,0.00003977638,0.00007003793,0.001355671,0.0003026139,0.9891798,0.00001950561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002375628,0.9496861,0.002000083,0.01119537,0.009679469,0.0004217692,0.0008087179,0.0001123934,0.02372033],"genre_scores_gemma":[0.005938366,0.9644865,0.003223254,0.003701205,0.004818177,0.0004320704,0.001506031,0.00003676613,0.01585763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007049445,"threshold_uncertainty_score":0.02203012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03983916729107368,"score_gpt":0.3798149186884463,"score_spread":0.3399757513973726,"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."}}