{"id":"W4406509202","doi":"10.31274/itaa.18769","title":"A Design Analysis of Bras and Prostheses for Breast Cancer Survivors","year":2025,"lang":"en","type":"article","venue":"","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Breast cancer; Computer science; Cancer; Medicine; Internal medicine","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":[0.01166616,0.0004975705,0.0003559639,0.001742951,0.001632851,0.001751214,0.0006382926,0.0005673011,0.004868041],"category_scores_gemma":[0.02216461,0.0002987208,0.0005973527,0.001371787,0.001129998,0.001087898,0.0009058042,0.0004748923,0.0003463974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003221124,"about_ca_system_score_gemma":0.003141755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001378552,"about_ca_topic_score_gemma":0.003134267,"domain_scores_codex":[0.9883965,0.008946699,0.00053427,0.0003594982,0.001312567,0.0004504884],"domain_scores_gemma":[0.9750715,0.01946069,0.001211167,0.0007317748,0.003111354,0.0004134674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002783655,0.002218582,0.06378037,0.008554486,0.0001780083,0.001827924,0.3002541,0.004894471,0.02903254,0.04133409,0.005917918,0.5392238],"study_design_scores_gemma":[0.0007497075,0.02310012,0.1073547,0.003491113,0.0006328892,0.001854723,0.5972341,0.01430781,0.02760922,0.02120434,0.2022174,0.0002438501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284421,0.0006231853,0.04858126,0.0004778459,0.00006061004,0.005461952,0.0005260463,0.00006829364,0.01575852],"genre_scores_gemma":[0.8885047,0.0004910988,0.09911239,0.0001985135,0.00001288849,0.005602379,0.0002875396,0.00005597196,0.005734407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166616,"threshold_uncertainty_score":0.0616973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114318509183925,"score_gpt":0.2412732045355657,"score_spread":0.2298413536171733,"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."}}