{"id":"W1998931811","doi":"10.1007/s12022-010-9120-0","title":"MGMT Immunoexpression in Silent Subtype 3 Pituitary Adenomas: Possible Therapeutic Implications","year":2010,"lang":"en","type":"article","venue":"Endocrine Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Pathology; Internal medicine; Cancer research","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":[],"consensus_categories":[],"category_scores_codex":[0.00008374602,0.0001609804,0.000273645,0.0002031548,0.00006572448,0.000008775977,0.0001096482,0.00007651991,0.0004526595],"category_scores_gemma":[0.00005342334,0.0001260343,0.00008149606,0.0001857604,0.00007122773,0.00004935504,0.00007055359,0.0003368614,0.0001923462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004175313,"about_ca_system_score_gemma":0.00006009213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009120017,"about_ca_topic_score_gemma":0.0001251334,"domain_scores_codex":[0.998921,0.00005150626,0.0002664472,0.0003234172,0.0000900665,0.0003475976],"domain_scores_gemma":[0.9991341,0.00009134259,0.00006216262,0.0005654951,0.00005082498,0.00009605062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005840358,0.0009511314,0.4807124,0.00001284343,0.00002506966,0.0008366739,0.0001556004,0.000002210031,0.5041234,0.002287923,0.0003659619,0.01046839],"study_design_scores_gemma":[0.002153401,0.0003014268,0.9539347,0.00002448199,0.00005241842,0.001527665,0.00005652873,0.00001517027,0.03567096,0.001332911,0.004815699,0.0001146654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894701,0.00177827,0.00001524248,0.005191694,0.0003230014,0.0004227139,0.00001205386,0.00006579506,0.002721183],"genre_scores_gemma":[0.9978102,0.0002217355,0.0008602071,0.000465798,0.0001028263,0.0002651888,0.000074152,0.00002389866,0.0001760091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4732223,"threshold_uncertainty_score":0.5139528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634114753240968,"score_gpt":0.3023102779500393,"score_spread":0.2859691304176296,"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."}}