{"id":"W2964635902","doi":"10.1007/s10620-019-05752-x","title":"Pocket-Sized Versus Conventional Ultrasound for Detecting Fatty Infiltration of the Liver","year":2019,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Novo Nordisk Canada","keywords":"Hepatology; Transplant surgery; Ultrasound; Medicine; Fatty liver; Internal medicine; Infiltration (HVAC); Radiology; Gastroenterology; Pathology; Materials science; Disease","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":[0.00151509,0.0004038456,0.0006623618,0.0005251191,0.00009417076,0.0005526027,0.0002506251,0.0005675894,0.003721981],"category_scores_gemma":[0.003059678,0.0001465296,0.000370115,0.000321062,0.0003724236,0.001077938,0.0003822926,0.0005829334,0.0003180987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017364,"about_ca_system_score_gemma":0.000203755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003155506,"about_ca_topic_score_gemma":0.0007605937,"domain_scores_codex":[0.9995709,0.0001803207,0.00003836318,0.00008919767,0.00006859651,0.00005258032],"domain_scores_gemma":[0.9985523,0.0008160541,0.0001743521,0.00009514394,0.0001030571,0.0002590496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1996841,0.002391047,0.1856148,0.001445461,0.0008704771,0.001145773,0.0003524219,0.001315553,0.09474561,0.0008585625,0.001395651,0.5101805],"study_design_scores_gemma":[0.01497227,0.1393511,0.7437207,0.001007536,0.003746172,0.01234688,0.00218114,0.035126,0.03354973,0.004136338,0.009512629,0.0003495677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835702,0.009378124,0.003411637,0.0004789181,0.0003942031,0.00009976383,0.0001344196,0.0001024199,0.002430449],"genre_scores_gemma":[0.9938474,0.00144555,0.003713732,0.0002029611,0.000101765,0.0000251493,0.00006485888,0.00001135368,0.0005872981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003721981,"threshold_uncertainty_score":0.01245129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981596228940934,"score_gpt":0.2944748534311346,"score_spread":0.2646588911417252,"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."}}