{"id":"W4213316135","doi":"10.1002/mrm.29178","title":"An improved homogeneity design method for fast field‐cycling coils in molecular MRI","year":2022,"lang":"en","type":"article","venue":"Magnetic Resonance in Medicine","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shim (computing); Electromagnetic shielding; Electromagnetic coil; Homogeneity (statistics); Shield; Magnet; Computer science; Acoustics; Nuclear magnetic resonance; Materials science; Magnetic field; Solenoid; Physics; Engineering; Mechanical engineering; Electrical engineering; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001175019,0.0006885047,0.0002938902,0.0004473033,0.0002022503,0.0003725196,0.0008476432,0.0004987143,0.002380765],"category_scores_gemma":[0.001581281,0.0004550439,0.0003520709,0.0002290677,0.0003127228,0.000678441,0.0003485586,0.0004443579,0.00131939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004594578,"about_ca_system_score_gemma":0.0005105311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003801727,"about_ca_topic_score_gemma":0.0007818308,"domain_scores_codex":[0.9995177,0.000120699,0.00003237429,0.00007872884,0.0002234878,0.00002698665],"domain_scores_gemma":[0.999257,0.0001865462,0.0001376149,0.0001052371,0.0002852662,0.00002827032],"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":[0.0003482671,0.00006769229,0.0006614069,0.0005259489,0.0000645673,0.0002037013,0.0002466644,0.02669097,0.770052,0.0113282,0.003649009,0.1861616],"study_design_scores_gemma":[0.0001826192,0.001538805,0.002652154,0.0000744771,0.0001896214,0.002050198,0.00004449471,0.1797593,0.692472,0.003069652,0.1178343,0.0001323781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006998316,0.0001818936,0.9906452,0.00006886109,0.00004994509,0.00006620058,0.00002488633,0.0006831703,0.001281565],"genre_scores_gemma":[0.09348915,0.000164527,0.901687,0.0001069492,0.00006203968,0.000183096,0.0001116565,0.0002795802,0.003915953],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002380765,"threshold_uncertainty_score":0.007964432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624677091915592,"score_gpt":0.3730282332734155,"score_spread":0.3467814623542596,"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."}}