{"id":"W2075933842","doi":"10.1007/s12022-012-9196-9","title":"Tumefactive Postmenopausal Gonadotroph Cell Hyperplasia","year":2012,"lang":"en","type":"article","venue":"Endocrine Pathology","topic":"Hypothalamic control of reproductive hormones","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Mayo Clinic","keywords":"Medicine; Hyperplasia; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001801253,0.0002597155,0.000495981,0.0001660599,0.00006340677,0.000005763369,0.000100487,0.00007101137,0.0005062061],"category_scores_gemma":[0.0002256135,0.0002237498,0.0001013099,0.0001191414,0.0001462564,0.0001564927,0.0001041243,0.000370506,0.00137612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033755,"about_ca_system_score_gemma":0.00006696796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001837169,"about_ca_topic_score_gemma":9.451891e-7,"domain_scores_codex":[0.9982206,0.0001233238,0.0002646601,0.0004238162,0.0001985897,0.0007689713],"domain_scores_gemma":[0.9988937,0.00009987398,0.00009521069,0.0005441768,0.000115575,0.0002514427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000451027,0.0008445102,0.1486645,0.00003743923,0.00008754314,0.001426997,0.0005139269,0.000001589237,0.8354942,0.00109511,0.001418642,0.009964442],"study_design_scores_gemma":[0.004058892,0.001371484,0.8026611,0.000009391889,0.0003026123,0.02030352,0.0003069333,0.000009288186,0.08770721,0.0001955943,0.0826831,0.0003908283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642161,0.003430986,0.0002124045,0.002052707,0.0007117579,0.000447115,0.0000145993,0.0001453799,0.02876891],"genre_scores_gemma":[0.9903337,0.00006296828,0.003558704,0.0005234097,0.001054074,0.00005686029,0.00002816589,0.00005167962,0.004330393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.747787,"threshold_uncertainty_score":0.9994015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083895575528456,"score_gpt":0.2623452183217838,"score_spread":0.2515062625664992,"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."}}