{"id":"W29986924","doi":"10.1530/erc-18-0160","title":"Reply to Todres, Stephenson and Jones","year":2017,"lang":"en","type":"article","venue":"Endocrine Related Cancer","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"History","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":[],"consensus_categories":[],"category_scores_codex":[0.00002459436,0.0001156331,0.0001962999,0.00004325635,0.0001910013,0.00002880595,0.00005791368,0.00002544148,0.0003027135],"category_scores_gemma":[0.0000549649,0.00008714099,0.0000368393,0.00003400418,0.0000350814,0.00007939971,0.00005801351,0.00009263303,0.00005735725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003533976,"about_ca_system_score_gemma":0.00003427512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003554221,"about_ca_topic_score_gemma":0.0001082579,"domain_scores_codex":[0.9993126,0.000007243183,0.0001226852,0.0002376041,0.0001104021,0.0002095152],"domain_scores_gemma":[0.999329,0.000009979565,0.00005079062,0.000403345,0.00003278046,0.0001740611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006507711,0.0002178533,0.8192446,0.0000907065,0.0004631513,0.00112342,0.0003733071,0.0000121955,0.0007568885,0.0006364562,0.04775247,0.1286782],"study_design_scores_gemma":[0.006699281,0.000415661,0.7025903,0.0002143303,0.000255355,0.0002155433,0.00005464778,0.00004348511,0.001486007,0.0005585082,0.2872486,0.0002182674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512501,0.006793862,0.000003089744,0.01548596,0.0002302383,0.0003040246,0.00001608859,0.0000558477,0.02586074],"genre_scores_gemma":[0.9781879,0.001856595,0.0001299104,0.001115579,0.00008064649,0.00003973509,0.000010506,0.00001732182,0.01856182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2394962,"threshold_uncertainty_score":0.5372943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701823401570567,"score_gpt":0.3198969860869099,"score_spread":0.3028787520712042,"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."}}