{"id":"W4402187523","doi":"10.32920/26871487","title":"Need Analysis of Bras and Prostheses for Breast Cancer Survivors","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Breast cancer; Medicine; Cancer; Psychology; 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":[0.003508186,0.0003605029,0.0004054189,0.003348671,0.0009774403,0.00165689,0.0005108862,0.0006156728,0.006325058],"category_scores_gemma":[0.01258403,0.0002544068,0.0004999981,0.001688391,0.0003935165,0.001868838,0.001290749,0.000380803,0.0005862421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758255,"about_ca_system_score_gemma":0.001543818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142188,"about_ca_topic_score_gemma":0.004357249,"domain_scores_codex":[0.9975885,0.0008921247,0.0002605214,0.0001544464,0.0008844032,0.0002199217],"domain_scores_gemma":[0.9927542,0.003817995,0.0008175518,0.0002319613,0.002083843,0.0002945076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001270694,0.000807184,0.3354913,0.004198062,0.00009399854,0.003844805,0.2380444,0.001555993,0.02049476,0.009684878,0.008205504,0.3763083],"study_design_scores_gemma":[0.00004018304,0.001597786,0.2998921,0.0009145128,0.0002122115,0.002502638,0.6089655,0.006335256,0.01098959,0.006278983,0.06216009,0.0001112407],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829999,0.0003255935,0.004489314,0.0006747101,0.00001717505,0.0003991379,0.0006630361,0.00004102084,0.01039006],"genre_scores_gemma":[0.9878765,0.0003547181,0.00717095,0.0001067515,0.000009122332,0.0003410926,0.0006172396,0.000024286,0.003499346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006325058,"threshold_uncertainty_score":0.02115947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131928139128052,"score_gpt":0.2966555794854601,"score_spread":0.2834627655726549,"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."}}