{"id":"W4407088821","doi":"10.1007/978-3-031-40858-8_377-1","title":"Survivorship Needs in Breast Cancer Patients with Disabilities","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Waterloo","funders":"","keywords":"Survivorship curve; Breast cancer; Medicine; Oncology; Cancer survivorship; Cancer; Gerontology; 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":[0.000142317,0.0001124603,0.0001396792,0.000267752,0.0006374354,0.0006276569,0.0002435705,0.00037848,0.01337237],"category_scores_gemma":[0.0005623394,0.00006786778,0.0001708379,0.0003653069,0.0002174696,0.000629933,0.0008945236,0.0006653721,0.0007275944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005664833,"about_ca_system_score_gemma":0.001293618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005970694,"about_ca_topic_score_gemma":0.02932877,"domain_scores_codex":[0.9999274,0.000019623,0.000003215232,0.000003023835,0.00001988389,0.00002680139],"domain_scores_gemma":[0.9998686,0.00005411636,0.00001172727,0.000002228489,0.00001297657,0.00005029836],"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":[0.00006917532,0.0003164295,0.0177554,0.0005154156,0.0000135655,0.001645876,0.01663242,0.0004420771,0.0005168593,0.02523101,0.3707514,0.5661104],"study_design_scores_gemma":[0.00002768879,0.0003044451,0.06484944,0.001525591,0.00002554463,0.006537227,0.05271886,0.0002765234,0.0002067091,0.01367192,0.85983,0.00002603847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.170295,0.04411202,0.0005865133,0.05102915,0.001776477,0.0001157435,0.0007439813,0.0000418861,0.7312992],"genre_scores_gemma":[0.4803399,0.06638366,0.001469446,0.00808226,0.0008759625,0.0002104296,0.00081584,0.00002741753,0.4417951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01337237,"threshold_uncertainty_score":0.04473501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290350777275948,"score_gpt":0.2410068335547044,"score_spread":0.2281033257819449,"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."}}