{"id":"W4392884912","doi":"10.1002/jmri.29327","title":"Tissue Sodium Magnetic Resonance Imaging: Agreement and Repeatability of Manual Region of Interest Segmentation Methods","year":2024,"lang":"en","type":"letter","venue":"Journal of Magnetic Resonance Imaging","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government; London Health Sciences Centre","keywords":"Medicine; Library science; Publishing; Family medicine; Political science; Law; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001828886,0.00047108,0.001366162,0.000541999,0.00004391672,0.00006172874,0.000349399,0.0001989097,0.00008979212],"category_scores_gemma":[0.0005402869,0.0003701147,0.0004030393,0.0002928138,0.0006564823,0.0002092366,0.0002507775,0.001587592,0.000003795675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001522571,"about_ca_system_score_gemma":0.0001905776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006229343,"about_ca_topic_score_gemma":0.000002847471,"domain_scores_codex":[0.9957578,0.0005657316,0.001903733,0.0005971533,0.0007541585,0.000421429],"domain_scores_gemma":[0.9970316,0.0003360238,0.001193552,0.0006992132,0.0006355667,0.0001040378],"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":[0.0003510047,0.00009429256,0.01087576,0.002723878,0.00003065777,0.004103648,0.0006225319,6.096287e-7,0.009700067,0.000009308646,0.1046018,0.8668864],"study_design_scores_gemma":[0.003339036,0.002623176,0.109388,0.01132461,0.001624585,0.01398067,0.0008821611,0.0004052395,0.02553981,0.001980522,0.8282427,0.0006694113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0446309,0.7496082,0.002792218,0.1997596,0.001278175,0.001050795,0.00004878794,0.00003493024,0.0007963358],"genre_scores_gemma":[0.1486077,0.1021638,0.5723903,0.1291648,0.01365918,0.000219822,0.0002407007,0.0008926357,0.03266102],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8662171,"threshold_uncertainty_score":0.9998751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305628319960739,"score_gpt":0.3487346760577293,"score_spread":0.3056783928581219,"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."}}