{"id":"W3197950528","doi":"10.6084/m9.figshare.14529096.v1","title":"Endocrinology Quiz – Case 9: Androgen deficiency in a patient with prolactinoma: Primary or secondary hypogonadism?","year":2021,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Prolactinoma; Medicine; Androgen deficiency; Endocrinology; Androgen; Internal medicine; Hypogonadotropic hypogonadism; Pediatrics; Prolactin; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003062988,0.0001113367,0.0002046999,0.0001851547,0.0005536906,0.00005581573,0.0002319639,0.00003586768,0.0016268],"category_scores_gemma":[0.00002801883,0.00008186866,0.00005356515,0.0001722951,0.0007818834,0.0002863265,0.0003064924,0.0004009633,0.00004854244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537566,"about_ca_system_score_gemma":0.000471415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974456,"about_ca_topic_score_gemma":0.00756996,"domain_scores_codex":[0.9984223,0.0003807946,0.0001483779,0.0002958261,0.0003275957,0.000425112],"domain_scores_gemma":[0.999015,0.0001937096,0.00006154169,0.0003094952,0.0003400449,0.00008022438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001927271,0.001966856,0.00939333,0.0007418469,0.0002395012,0.1126709,0.8239426,0.00001643062,0.001357669,0.02009713,0.005137192,0.02250932],"study_design_scores_gemma":[0.003813018,0.002032733,0.01743942,0.0002124902,0.0000687642,0.003776575,0.6671409,0.0000652041,0.003626547,0.0015487,0.299691,0.000584693],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904258,0.0001892109,0.000002487516,0.0007414925,0.00004527313,0.0003045179,0.00002063973,0.00001288591,0.008257722],"genre_scores_gemma":[0.9990034,0.00008228984,0.00003578674,0.00005631795,0.00003295037,0.000004052578,0.000007879132,0.00001053194,0.0007668036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2945538,"threshold_uncertainty_score":0.9992859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08136213041691161,"score_gpt":0.2586657260523775,"score_spread":0.1773035956354659,"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."}}