{"id":"W3199757442","doi":"10.1101/2021.09.22.461401","title":"Magnetic Particle Imaging is a sensitive <i>in vivo</i> imaging modality for the quantification of dendritic cell migration","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Characterization and Applications of Magnetic Nanoparticles","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"In vivo; Ex vivo; Magnetic particle imaging; Lymph; Lymph node; Magnetic resonance imaging; SIGNAL (programming language); Chemistry; Biomedical engineering; Materials science; Pathology; Medicine; Magnetic nanoparticles; Nanotechnology; Computer science; Biology; Nanoparticle; Radiology","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":[0.0005614854,0.0005672492,0.0003295097,0.0006477751,0.0004209264,0.0007467641,0.0004499312,0.0008015854,0.001509866],"category_scores_gemma":[0.0004834666,0.0002775786,0.0002053579,0.0004036035,0.0005572235,0.0005924939,0.0003333356,0.0008674316,0.0007735669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352875,"about_ca_system_score_gemma":0.0003419824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001220328,"about_ca_topic_score_gemma":0.0009719321,"domain_scores_codex":[0.9995316,0.0001320156,0.00003024754,0.0001330857,0.000121664,0.00005132841],"domain_scores_gemma":[0.9997208,0.00007163962,0.00007597165,0.00002619703,0.00008083625,0.00002468194],"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":[0.00003417598,0.00001395382,0.0002243169,0.00005814728,0.000003158476,0.00003641263,0.00001828862,0.00008866173,0.9966874,0.0001976083,0.0002663757,0.002371432],"study_design_scores_gemma":[0.000006135562,0.00008100105,0.001431701,0.00001281361,0.00001133875,0.000141186,0.00002476514,0.002407407,0.9921581,0.0001049317,0.003610702,0.00001002338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5311047,0.007372237,0.437957,0.001574829,0.0003719724,0.0003424241,0.00149353,0.002581256,0.01720216],"genre_scores_gemma":[0.8119332,0.003485402,0.170285,0.0008349079,0.0001428551,0.0005511218,0.000853288,0.0003180014,0.01159629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001509866,"threshold_uncertainty_score":0.005051017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009116051758855048,"score_gpt":0.2036874532923104,"score_spread":0.1945714015334553,"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."}}