{"id":"W1965870240","doi":"10.1007/s12022-013-9276-5","title":"Genomic Approaches to Problems in Pituitary Neoplasia","year":2013,"lang":"en","type":"review","venue":"Endocrine Pathology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Epigenetics; Pituitary tumors; Biology; Differential diagnosis; Function (biology); Mutation; Cell adhesion molecule; Cancer research; Bioinformatics; Genetics; Pathology; Medicine; Gene; Endocrinology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000921071,0.0005704577,0.002296342,0.0005719757,0.0000347983,0.00001141807,0.000199178,0.0002058657,0.0002530998],"category_scores_gemma":[0.00004072433,0.0004119542,0.0003319838,0.0003042538,0.00005019603,0.0000432675,0.0001918737,0.0004634314,0.001887244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496439,"about_ca_system_score_gemma":0.0002038492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001184793,"about_ca_topic_score_gemma":0.00007997324,"domain_scores_codex":[0.9976265,0.0001489122,0.0006687695,0.0007601159,0.0001240182,0.0006716947],"domain_scores_gemma":[0.9989456,0.0000701878,0.0001296036,0.0005975709,0.00001435719,0.0002426833],"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":[0.00001472613,0.0005666699,0.004138435,0.00675102,0.0001829268,0.003241926,0.0001405124,0.000004809481,0.000001163431,0.0001474503,0.001479486,0.9833308],"study_design_scores_gemma":[0.001639776,0.0005472295,0.002079138,0.001909562,0.0005826877,0.004872292,0.00002450779,0.000003497732,3.561572e-7,0.0002591004,0.9876835,0.0003983052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001526345,0.9886546,0.00002095445,0.0002259804,0.0002331038,0.003272366,0.00004495805,0.00006473868,0.005956969],"genre_scores_gemma":[0.0004119105,0.9932749,0.001350552,0.0001760337,0.0001660341,0.001721137,0.0006907257,0.00008921513,0.002119441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9862041,"threshold_uncertainty_score":0.9998332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1478123951258545,"score_gpt":0.3187894056663258,"score_spread":0.1709770105404713,"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."}}