{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006224822,0.001484521,0.002403737,0.001431988,0.002723007,0.004712669,0.003687061,0.02788841,0.008830654],"category_scores_gemma":[0.03996326,0.001048056,0.001655071,0.001069774,0.004109055,0.009087175,0.002889481,0.05197879,0.01059547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003016097,"about_ca_system_score_gemma":0.005486651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005371139,"about_ca_topic_score_gemma":0.007806993,"domain_scores_codex":[0.995914,0.0009053374,0.0005445878,0.0007266529,0.001534616,0.0003747215],"domain_scores_gemma":[0.9832556,0.007126881,0.000776234,0.0005497616,0.005856101,0.002435439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001598935,0.000007869293,0.00005405002,0.0000617007,0.000006152328,0.0001199482,0.0000358339,0.00001094652,0.00002090452,0.0004596535,0.9964511,0.002755781],"study_design_scores_gemma":[0.00003573943,0.00002599566,0.0003913974,0.0003686047,0.00001803191,0.0009663506,0.0003178751,0.00005876997,0.0001089773,0.00221536,0.9954366,0.00005631542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009165179,0.007853574,0.00009652389,0.8762892,0.1147054,0.00001257946,0.00007335829,0.00003313913,0.0008446061],"genre_scores_gemma":[0.0009036312,0.00665128,0.0001725411,0.9044853,0.08339565,0.00003341139,0.00004727505,0.00003193371,0.004278951],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02788841,"threshold_uncertainty_score":0.03292042,"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."}}