{"id":"W2726095781","doi":"10.1007/s11060-017-2556-z","title":"Temporal evolution of perfusion parameters in brain metastases treated with stereotactic radiosurgery: comparison of intravoxel incoherent motion and dynamic contrast enhanced MRI","year":2017,"lang":"en","type":"article","venue":"Journal of Neuro-Oncology","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Intravoxel incoherent motion; Medicine; Radiosurgery; Perfusion; Magnetic resonance imaging; Nuclear medicine; Blood volume; Dynamic contrast; Perfusion scanning; Radiology; Diffusion MRI; Internal medicine; Radiation therapy","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":[0.000639423,0.0001714948,0.001165396,0.0004090521,0.00004580345,0.00001290574,0.0001271179,0.0001217898,0.00001784303],"category_scores_gemma":[0.0004568322,0.0001316646,0.00009741924,0.0001252326,0.0003160689,0.0002177587,0.00003681351,0.0003938863,2.871359e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005448912,"about_ca_system_score_gemma":0.0002955754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003484951,"about_ca_topic_score_gemma":0.0006833964,"domain_scores_codex":[0.9979603,0.0004161805,0.0009612342,0.0001944091,0.0002754909,0.0001923613],"domain_scores_gemma":[0.9961719,0.000849078,0.002331431,0.0002598889,0.0002581111,0.0001296272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005420795,0.001278715,0.611756,0.0001880577,0.0001758702,0.0001618537,0.0006304275,0.0004200429,0.3534592,0.000006207593,0.0004388837,0.02606403],"study_design_scores_gemma":[0.01569914,0.01964082,0.8506697,0.001158551,0.0008081139,0.00115835,0.001103782,0.006423018,0.1025427,0.00004420352,0.0005410454,0.0002105461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942891,0.0004633296,0.0009548853,0.003596142,0.0002300286,0.0004107775,0.00001189989,0.000004748969,0.00003907154],"genre_scores_gemma":[0.9981175,0.0005555273,0.001187372,0.00007779932,0.00002891484,0.000008015505,0.000004488984,0.00001778164,0.000002590082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2509164,"threshold_uncertainty_score":0.5369127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695961446750439,"score_gpt":0.3403661068056307,"score_spread":0.3134064923381263,"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."}}