{"id":"W4235662569","doi":"10.1007/978-3-319-59680-8_130","title":"Prolactinomas","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Prolactinoma; Prolactin; Pathological; Medicine; Pituitary adenoma; Fetus; Intensive care medicine; Obstetrics; Adenoma; Gynecology; Pregnancy; General surgery; Internal medicine; Biology; Hormone","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":[0.0001651758,0.0005769265,0.0002880155,0.0006153886,0.0004211323,0.0008028827,0.0005021531,0.0007035885,0.05914012],"category_scores_gemma":[0.0005269427,0.0002087137,0.0002991277,0.0003542757,0.0004123651,0.0007700114,0.0008324331,0.001776634,0.02657701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004905845,"about_ca_system_score_gemma":0.0005457186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007677191,"about_ca_topic_score_gemma":0.002083863,"domain_scores_codex":[0.9998893,0.0000156011,0.000004382518,0.00002027287,0.00004972833,0.00002073434],"domain_scores_gemma":[0.9998852,0.00004234103,0.000007669496,0.00001366547,0.00002600413,0.0000251439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001036386,0.0000760645,0.0002875117,0.0003840372,0.00001132452,0.003444831,0.0002472277,0.0002742636,0.004080222,0.03176055,0.3990997,0.5602306],"study_design_scores_gemma":[0.000009116922,0.00001976075,0.0002204915,0.0001592592,0.000005459914,0.006712622,0.00004550443,0.00005039904,0.0005937832,0.004812703,0.9873651,0.00000575628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002424859,0.05744911,0.004701721,0.004932707,0.003770012,0.00005241123,0.0002626922,0.0004311578,0.9259754],"genre_scores_gemma":[0.01697493,0.02939072,0.002933378,0.003980345,0.001859357,0.00004876086,0.0002890684,0.0002018523,0.9443215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05914012,"threshold_uncertainty_score":0.1978434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325696095561707,"score_gpt":0.2549893905240872,"score_spread":0.2317324295684701,"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."}}