{"id":"W7095838264","doi":"","title":"J.C.: N4ITK: Nicks N3 ITK implementation for MRI bias field correction","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprocessor; Source code; Perl; Normalization (sociology); Code (set theory); Set (abstract data type); Parametric statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002290115,0.002589505,0.001276259,0.001434052,0.00101953,0.002951277,0.006252733,0.00228739,0.3587278],"category_scores_gemma":[0.01158318,0.002157191,0.001962405,0.001286831,0.001051899,0.003982928,0.00536366,0.003654255,0.2913784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148042,"about_ca_system_score_gemma":0.002582335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006720264,"about_ca_topic_score_gemma":0.009565871,"domain_scores_codex":[0.9980345,0.0002403819,0.0001851896,0.0004849936,0.0007224188,0.0003324165],"domain_scores_gemma":[0.9968906,0.0007118577,0.0002327142,0.0008665748,0.001024614,0.0002736474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005214202,0.00005020092,0.0007498732,0.0006889201,0.00005731004,0.0001913069,0.0002250746,0.001653231,0.003703031,0.01201952,0.9111027,0.06903748],"study_design_scores_gemma":[0.0002669315,0.00005996226,0.001179939,0.0002869504,0.00004289857,0.0004285394,0.00006491646,0.02288362,0.01702644,0.02037664,0.937227,0.0001561223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001256775,0.0002724703,0.2606252,0.0005865173,0.0007880476,0.0002637246,0.02932406,0.6757789,0.03110428],"genre_scores_gemma":[0.02005386,0.0004048274,0.2658319,0.001460367,0.0001904083,0.0009509277,0.07117289,0.5600494,0.07988536],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3587278,"threshold_uncertainty_score":0.914697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04277541026688101,"score_gpt":0.4297392471970085,"score_spread":0.3869638369301275,"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."}}