{"id":"W3047513581","doi":"10.1002/mrm.28434","title":"Simultaneous <b>pro</b>ton density <b>f</b>at‐fraction and <b>i</b>maging with water‐specific <b>T<sub>1</sub></b> mapping (PROFIT<sub>1</sub>): application in liver","year":2020,"lang":"en","type":"article","venue":"Magnetic Resonance in Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Flip angle; Imaging phantom; Nonalcoholic fatty liver disease; Nuclear magnetic resonance; In vivo; Mathematics; Nuclear medicine; Chemistry; Analytical Chemistry (journal); Magnetic resonance imaging; Physics; Fatty liver; Medicine; Chromatography; Radiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007103457,0.0005496647,0.0002973668,0.0003173405,0.0002003326,0.0003325231,0.0003648973,0.0007206145,0.001001023],"category_scores_gemma":[0.001183245,0.0003888187,0.0002011909,0.0001733065,0.0004872502,0.0004516325,0.0004904706,0.0004120455,0.0005095818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448251,"about_ca_system_score_gemma":0.000262908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005657231,"about_ca_topic_score_gemma":0.0008985684,"domain_scores_codex":[0.9997728,0.00008384924,0.00001012849,0.00006852012,0.00004463089,0.00002014044],"domain_scores_gemma":[0.9997031,0.000089773,0.00005847844,0.00004863449,0.00005297102,0.00004697893],"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":[0.001160833,0.0001031871,0.00435094,0.000259094,0.00003480453,0.0004260623,0.0000821419,0.002084381,0.9034707,0.0002108142,0.0003388922,0.08747825],"study_design_scores_gemma":[0.0002497377,0.002837482,0.03620292,0.00005785706,0.0001851323,0.01272456,0.0001169898,0.02757551,0.9140565,0.0009779962,0.004918187,0.00009714001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6930439,0.00473635,0.2985157,0.0004158453,0.00006011446,0.0002322324,0.0001594439,0.0009605114,0.0018759],"genre_scores_gemma":[0.8297353,0.001003848,0.1674891,0.0001635988,0.00005839653,0.0001501837,0.0001088428,0.0001425626,0.001148154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001001023,"threshold_uncertainty_score":0.003756702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480114258159526,"score_gpt":0.2258144516308774,"score_spread":0.2110133090492822,"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."}}