{"id":"W4322718771","doi":"10.1093/ejendo/lvad026","title":"Extensive expertise in endocrinology: glucose-dependent insulinotropic peptide–dependent Cushing's syndrome","year":2023,"lang":"en","type":"article","venue":"European Journal of Endocrinology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Ipsen; Pfizer","keywords":"Endocrinology; Internal medicine; Ectopic expression; Biology; Cushing syndrome; Adenoma; Acromegaly; Medicine; Hormone; Genetics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005383395,0.0004760731,0.001160757,0.002001836,0.0001159943,0.00004843275,0.000843668,0.00002232998,0.0002651802],"category_scores_gemma":[0.001954683,0.0004146162,0.0003182766,0.000775488,0.0003713887,0.0003628068,0.000638135,0.001975931,0.001441684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078097,"about_ca_system_score_gemma":0.0002337839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003252667,"about_ca_topic_score_gemma":0.00002909651,"domain_scores_codex":[0.9935939,0.001364673,0.001605915,0.0006797593,0.0009389188,0.0018168],"domain_scores_gemma":[0.9973298,0.0003258865,0.0005984463,0.0007326636,0.0004723555,0.0005409057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001131212,0.0004622414,0.02459738,0.000106478,0.0002336003,0.9103246,0.0004144866,0.000376762,0.0401812,0.0002638658,0.002611804,0.01929641],"study_design_scores_gemma":[0.0178169,0.008572579,0.4542045,0.0005455348,0.0001517337,0.4604414,0.002108153,0.0000887147,0.02847103,0.0004448564,0.0264304,0.0007242523],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857067,0.003090289,0.00008320995,0.005296821,0.001182015,0.0004989365,0.000009996858,0.0002028438,0.003929211],"genre_scores_gemma":[0.9918865,0.004137161,0.0004527478,0.0007225684,0.0003799048,0.00001662277,0.000008314257,0.0001412567,0.002254909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4498832,"threshold_uncertainty_score":0.9998305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03488946688226745,"score_gpt":0.3129301442544175,"score_spread":0.27804067737215,"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."}}