{"id":"W2005236094","doi":"10.1227/01.neu.0000223437.51435.6e","title":"Pathobiology of Pituitary Adenomas and Carcinomas","year":2006,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Adenoma; Prolactin; Medicine; Pituitary adenoma; Pathology; Proliferating cell nuclear antigen; Lesion; Hormone; Internal medicine; Immunohistochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001733406,0.000265718,0.000119454,0.0006203724,0.0002813983,0.000337947,0.0001541736,0.0001672459,0.001322489],"category_scores_gemma":[0.0005880551,0.0001450885,0.00009456293,0.0002191389,0.0004475846,0.0003248314,0.0002543498,0.0001920663,0.0002125815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926135,"about_ca_system_score_gemma":0.0004520822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764561,"about_ca_topic_score_gemma":0.001612892,"domain_scores_codex":[0.9998636,0.00002504856,0.00001199058,0.00002662677,0.00004040534,0.00003224929],"domain_scores_gemma":[0.999674,0.00008021046,0.0001114572,0.00001153423,0.00004769183,0.00007523206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003560253,0.0001242272,0.4532613,0.0004077263,0.0000891813,0.008864144,0.0007793397,0.0005027365,0.4804378,0.002034392,0.0004884359,0.04945036],"study_design_scores_gemma":[0.00005913201,0.0008367358,0.9390438,0.00003496997,0.00004737943,0.03082134,0.0009847716,0.000606271,0.02070161,0.0008785209,0.005963863,0.00002155946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926856,0.004680924,0.0005233545,0.0001198483,0.000009971577,0.0000163266,0.0001425255,0.00003166752,0.001789858],"genre_scores_gemma":[0.9975144,0.001426815,0.000415272,0.00003865,0.00001147507,0.00001963943,0.0001801024,0.000003709535,0.0003900338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001764561,"threshold_uncertainty_score":0.004424155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090695363646495,"score_gpt":0.2188050698025887,"score_spread":0.2078981161661237,"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."}}