{"id":"W3193557662","doi":"10.1007/s00256-021-03894-6","title":"Soft tissue solitary fibrous tumors of the musculoskeletal system: spectrum of MRI appearances and characteristic imaging features","year":2021,"lang":"en","type":"article","venue":"Skeletal Radiology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Neurovascular bundle; Vascularity; Lesion; Pathology; Radiology; Magnetic resonance imaging; Soft tissue; Histology","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":[0.0001577355,0.0002230361,0.0008539272,0.0000811209,0.00009184342,0.000004538992,0.000122237,0.00006787282,0.00003220892],"category_scores_gemma":[0.0003455194,0.0001605139,0.0001723582,0.0002191981,0.000864976,0.00004449172,0.000166727,0.0002460511,0.000005975516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004403663,"about_ca_system_score_gemma":0.0001128696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001054649,"about_ca_topic_score_gemma":0.00002279887,"domain_scores_codex":[0.9984714,0.0001821722,0.0004361409,0.0003633546,0.0002011764,0.0003457691],"domain_scores_gemma":[0.9989979,0.0002003112,0.0002174878,0.000417027,0.00009271363,0.00007461476],"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":[0.0008378509,0.0005182573,0.3567199,0.02458819,0.002143721,0.007848757,0.005143097,0.00004094325,0.5539917,0.01066721,0.004197721,0.03330262],"study_design_scores_gemma":[0.001622137,0.0006010958,0.9439601,0.001043596,0.0005210316,0.02416246,0.002348833,0.0001058418,0.02305593,0.0003244656,0.001923665,0.0003308928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711392,0.02502718,0.00008456489,0.001857751,0.0005366877,0.0003354604,0.00004439922,0.00005203482,0.0009227302],"genre_scores_gemma":[0.9988541,0.0001476108,0.0002557703,0.00007823839,0.0003106797,0.00001329149,0.00001937596,0.00002610378,0.0002948573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5872402,"threshold_uncertainty_score":0.6545565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004586797530516659,"score_gpt":0.2470413924912834,"score_spread":0.2424545949607667,"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."}}