{"id":"W4237538710","doi":"10.5858/2008-132-1231-pppwdt","title":"Practical Pituitary Pathology: What Does the Pathologist Need to Know?","year":2008,"lang":"en","type":"review","venue":"Archives of Pathology & Laboratory Medicine","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Pathology; Medicine; Surgical pathology; Context (archaeology); Pituitary gland; Pituitary adenoma; Pituitary tumors; Anatomical pathology; Ophthalmic pathology; Germ cell tumors; Immunohistochemistry; Adenoma; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002391125,0.0008821199,0.002299451,0.002891204,0.0006354816,0.002205407,0.001603036,0.002722149,0.003509323],"category_scores_gemma":[0.008229899,0.0004775224,0.0005534479,0.002524309,0.001612331,0.006422255,0.0008346941,0.003197642,0.004279917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076203,"about_ca_system_score_gemma":0.00282048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002893345,"about_ca_topic_score_gemma":0.005146667,"domain_scores_codex":[0.9991561,0.00019763,0.0001734944,0.00007658763,0.0003486,0.00004754763],"domain_scores_gemma":[0.9924936,0.003278759,0.0005287796,0.0002618248,0.003000256,0.0004367717],"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":[0.00005073391,0.00004579158,0.001012136,0.0110712,0.00005809055,0.002839116,0.0002343323,0.0001854038,0.0005645461,0.001643672,0.1378702,0.8444247],"study_design_scores_gemma":[0.00004018364,0.00007194744,0.0048298,0.02804178,0.000118302,0.03229911,0.002305503,0.0002148554,0.0003614325,0.01047932,0.9211456,0.00009210935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003384967,0.9716834,0.0007155715,0.02133072,0.003270767,0.0000137491,0.00004065706,0.00004330535,0.002563386],"genre_scores_gemma":[0.002423278,0.985897,0.001599374,0.005470168,0.003524205,0.00001753816,0.00005764335,0.00000908018,0.001001683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003509323,"threshold_uncertainty_score":0.01264566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03512170491130647,"score_gpt":0.357909959029085,"score_spread":0.3227882541177786,"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."}}