{"id":"W4400976358","doi":"10.1148/rg.240044","title":"Ovarian Fibromatosis","year":2024,"lang":"en","type":"article","venue":"Radiographics","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Fibromatosis; Dermatology; Gynecology; Radiology","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":[0.0001162512,0.0001233776,0.0002027767,0.0003863919,0.00006372996,0.00003620015,0.00004492161,0.00005693806,0.00009333117],"category_scores_gemma":[0.00005663074,0.0001042349,0.0002066829,0.001152213,0.0001082274,0.00005093522,0.00002360032,0.0001807307,0.0001269049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002261908,"about_ca_system_score_gemma":0.00004160492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002771077,"about_ca_topic_score_gemma":0.000004114443,"domain_scores_codex":[0.9991949,0.00001383558,0.0001434362,0.0002299454,0.0002151715,0.0002027225],"domain_scores_gemma":[0.9994937,0.0001043985,0.00001125478,0.0002505146,0.00003277293,0.0001074104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002099813,0.0003299652,0.3903355,0.003665488,0.003909282,0.01367962,0.004513698,0.000002868032,0.006732359,0.1581761,0.3742049,0.04424018],"study_design_scores_gemma":[0.001128783,0.0005303999,0.179295,0.00112918,0.001115031,0.004298183,0.0003825047,0.001062589,0.001341034,0.003472303,0.8057119,0.0005330821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8723589,0.0642115,0.000843815,0.01213716,0.002066167,0.0006924447,0.00004082173,0.002835639,0.04481358],"genre_scores_gemma":[0.9959115,0.0008255083,0.001759014,0.000268736,0.0003536928,0.00002114743,0.0000121023,0.00003803038,0.0008102561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.431507,"threshold_uncertainty_score":0.4250574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147733108708056,"score_gpt":0.2869135143378881,"score_spread":0.2721402034670825,"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."}}