{"id":"W2158956425","doi":"10.1109/aps.2010.5561885","title":"Microwave imaging for breast cancer diagnosis based on planar aperture scanning","year":2010,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microwave imaging; Microwave; Planar; Aperture (computer memory); Antenna (radio); Optics; Dielectric; Planar array; Materials science; Physics; Computer science; Optoelectronics; Acoustics; Telecommunications","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":[0.0003194131,0.0002621148,0.0003289331,0.0006394882,0.00009440066,0.0003034099,0.0003269413,0.0005295908,0.00199608],"category_scores_gemma":[0.0008703272,0.0002370096,0.0002177291,0.0004890898,0.0002799594,0.0004108781,0.0003409914,0.0002829541,0.0008416108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430304,"about_ca_system_score_gemma":0.0001468628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000203629,"about_ca_topic_score_gemma":0.0004110164,"domain_scores_codex":[0.9998128,0.00006418792,0.000005471788,0.00002883439,0.00007639614,0.0000123637],"domain_scores_gemma":[0.9998099,0.0001116075,0.00001781562,0.00002052446,0.00003202369,0.00000815126],"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":[0.0003223058,0.00006419859,0.001711339,0.0003688269,0.00005587765,0.0002042957,0.00006360005,0.005837839,0.6868823,0.003520957,0.001304793,0.2996638],"study_design_scores_gemma":[0.0001143282,0.0008879176,0.01434069,0.0001284976,0.0002411112,0.009323272,0.0001187411,0.3883345,0.5467176,0.009881515,0.02979821,0.000113628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09594569,0.01322777,0.8776966,0.0006380097,0.00009852483,0.0001695734,0.0001591024,0.002162724,0.009901941],"genre_scores_gemma":[0.5078593,0.006367552,0.4822768,0.0003029542,0.0001014737,0.00009515842,0.0001839063,0.0000673554,0.002745498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00199608,"threshold_uncertainty_score":0.006677508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005312142373341168,"score_gpt":0.2177315131664267,"score_spread":0.2124193707930855,"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."}}