{"id":"W2775802282","doi":"10.1002/dc.23848","title":"Giant cell tumor of temporomandibular joint presenting as a parotid tumor: Challenges in the accurate subclassification of giant cell tumors in an unusual location","year":2017,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Musculoskeletal synovial abnormalities and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Medicine; Pathology; Parotid gland; Giant cell; Head and neck; Soft tissue; Giant Cell Tumors; Salivary gland; Radiology; Surgery","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":[0.0008180088,0.0002174958,0.0005722686,0.0001882878,0.0000948344,0.00001990034,0.0002931796,0.00008417315,0.0000229346],"category_scores_gemma":[0.001168065,0.0001622231,0.00008758279,0.000114958,0.0002132479,0.0001688967,0.00009756896,0.0002128279,0.00001453354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000576679,"about_ca_system_score_gemma":0.0001367122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001415049,"about_ca_topic_score_gemma":0.0006237746,"domain_scores_codex":[0.9978992,0.000331467,0.0007515008,0.000396114,0.0002727542,0.0003489077],"domain_scores_gemma":[0.9978086,0.0004044237,0.0007523141,0.0008338761,0.0001223946,0.00007833025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002726068,0.004142649,0.9381324,0.002107293,0.00002164168,0.004131714,0.007504918,0.00007767093,0.03894047,0.003004474,0.00002176603,0.001642408],"study_design_scores_gemma":[0.001831909,0.000967913,0.964794,0.0003322203,0.0000648004,0.0001901305,0.002586896,0.000308912,0.02835261,0.0004171207,0.00001875974,0.0001347437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947116,0.0008200058,0.00001853544,0.001020352,0.0000974759,0.001004039,0.00001711371,0.00001191609,0.002298921],"genre_scores_gemma":[0.9991379,0.000361614,0.0001043192,0.00005365767,0.00006180909,0.0001749113,0.00006016346,0.00002105811,0.00002459962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02666161,"threshold_uncertainty_score":0.6615266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016256554575176,"score_gpt":0.3047187323356729,"score_spread":0.2545561667899212,"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."}}