{"id":"W2039187891","doi":"10.1148/radiol.2291020377","title":"Osseous Invasion by Soft-Tissue Sarcoma: Assessment with MR Imaging","year":2003,"lang":"en","type":"article","venue":"Radiology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Medullary cavity; Magnetic resonance imaging; Soft tissue; Sarcoma; Lesion; Cortical bone; Radiology; Soft tissue sarcoma; Nuclear medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001710715,0.0005057043,0.0003256158,0.001224702,0.0001525906,0.0005304084,0.0003226468,0.0003893824,0.0006869081],"category_scores_gemma":[0.01297383,0.0002166812,0.0001956238,0.0003617037,0.0005255846,0.0006199196,0.0004471991,0.0002198532,0.000401819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501021,"about_ca_system_score_gemma":0.0002290682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004807347,"about_ca_topic_score_gemma":0.0006878023,"domain_scores_codex":[0.9989919,0.0003481872,0.0001532264,0.0001527994,0.0002832006,0.00007062811],"domain_scores_gemma":[0.9956805,0.00172075,0.001563453,0.0002544783,0.0005572028,0.0002236639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000182982,0.00001553601,0.9913567,0.00002681866,0.00002481068,0.0002976954,0.00004605069,0.0001288306,0.002286374,0.000006643094,0.00003126703,0.00559614],"study_design_scores_gemma":[0.00004548964,0.0009718128,0.9721652,0.00004137919,0.0001266842,0.01785127,0.0001845718,0.003159785,0.004843558,0.00004383629,0.0005465569,0.00001988822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982686,0.0007521322,0.0005720998,0.00002370236,0.000003968825,0.00001258644,0.0000267227,0.00001221273,0.000327982],"genre_scores_gemma":[0.9991063,0.0001512666,0.0006315247,0.00000801677,0.00001230579,0.000005561295,0.00004849133,0.000001837078,0.00003478015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001710715,"threshold_uncertainty_score":0.00904721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160943762700485,"score_gpt":0.2824919955624682,"score_spread":0.2708825579354633,"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."}}