{"id":"W4393089081","doi":"10.1158/1538-7445.am2024-4135","title":"Abstract 4135: First demonstration of magnetic particle imaging for sentinel lymph node identification","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Characterization and Applications of Magnetic Nanoparticles","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sentinel lymph node; Medicine; Internal medicine; Cancer; Breast cancer","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":[0.0004016165,0.0005086418,0.0001978117,0.0005017945,0.000200512,0.0002954173,0.0004029655,0.0006940693,0.002034975],"category_scores_gemma":[0.0001801104,0.0002637373,0.0002445791,0.0001280955,0.0003145174,0.0002456504,0.000244625,0.0007500555,0.0008987174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003578335,"about_ca_system_score_gemma":0.000269695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008780722,"about_ca_topic_score_gemma":0.001102955,"domain_scores_codex":[0.9998255,0.00002695488,0.000007888535,0.00005103799,0.0000544379,0.00003410784],"domain_scores_gemma":[0.9998732,0.00002268448,0.00002064453,0.00001266967,0.00002498867,0.00004584611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009412057,0.00003292481,0.0002042987,0.00004730848,0.000007899333,0.0002097489,0.00002347718,0.00005879213,0.9925694,0.0002931209,0.001248698,0.005210245],"study_design_scores_gemma":[0.00004563719,0.001145103,0.003893152,0.00002872357,0.00003381876,0.002346452,0.00002119673,0.002093216,0.9650622,0.0002547452,0.02505733,0.00001842679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8056174,0.01865426,0.1354595,0.003012112,0.00108194,0.0007969225,0.003042491,0.002707817,0.02962754],"genre_scores_gemma":[0.867878,0.004997885,0.1068023,0.00100473,0.0002158475,0.0002412623,0.002172256,0.0002523917,0.01643529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002034975,"threshold_uncertainty_score":0.006807625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057551239130263,"score_gpt":0.3412745123512909,"score_spread":0.3006989999599882,"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."}}