{"id":"W4404612489","doi":"10.1111/liv.16169","title":"<scp>MASLD</scp> , At‐Risk <scp>MASH</scp> and Increased Liver Stiffness Are Associated With Young Adulthood Obesity Without Residual Risk After Losing Obesity","year":2024,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"Stichting voor Lever- en Maag-Darm Onderzoek","keywords":"Obesity; Medicine; Internal medicine; Odds ratio; Fatty liver; Body mass index; Population; Endocrinology; Disease; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003260804,0.0005228772,0.0005323703,0.0002834311,0.0003285821,0.0003256841,0.0002048351,0.0002345438,0.0002001373],"category_scores_gemma":[0.0008051423,0.0004255055,0.0002197085,0.0002590535,0.0002125377,0.0004544932,0.0002901811,0.0005366721,0.0001971832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007905834,"about_ca_system_score_gemma":0.0001974904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360235,"about_ca_topic_score_gemma":0.0008924862,"domain_scores_codex":[0.9967195,0.0002623546,0.0004049884,0.0009703896,0.001133007,0.0005097287],"domain_scores_gemma":[0.9973229,0.00103741,0.0003232114,0.0003550809,0.0004961964,0.0004652533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001674329,0.001293236,0.9858651,0.000148145,0.002502458,0.002115114,0.002321804,0.000006091697,0.00003388054,0.000108798,0.004942332,0.0004956228],"study_design_scores_gemma":[0.003531161,0.0002340846,0.9875454,0.001503776,0.002451734,0.0001174531,0.0004787114,0.002181094,0.0007513243,0.0001171149,0.0009520408,0.0001361091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991387,0.003495129,0.00005170721,0.00007700205,0.0004465288,0.0007319584,0.002053801,0.0002682592,0.001488597],"genre_scores_gemma":[0.9945899,0.001357987,0.0002937784,0.0002218911,0.0005185364,0.0001449471,0.000684061,0.00008118498,0.002107678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003990291,"threshold_uncertainty_score":0.9998197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009175527902428496,"score_gpt":0.232483579566149,"score_spread":0.2233080516637205,"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."}}