{"id":"W4403962313","doi":"10.58931/cot.2024.1327","title":"Breast Cancer Survivorship","year":2024,"lang":"en","type":"article","venue":"Canadian oncology today.","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Survivorship curve; Cancer survivorship; Breast cancer; Cancer; Oncology; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001881817,0.0001759701,0.0003100116,0.0003726671,0.0001282179,0.00002241848,0.00007386575,0.0002196143,0.004635707],"category_scores_gemma":[0.0000440636,0.000162451,0.00009870317,0.000440287,0.0001999308,0.00006644835,0.00002261034,0.0004238454,0.0007566665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003186919,"about_ca_system_score_gemma":0.004296462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2303521,"about_ca_topic_score_gemma":0.7454941,"domain_scores_codex":[0.9987096,0.00005212715,0.0001865411,0.0003518051,0.000125707,0.0005741992],"domain_scores_gemma":[0.9989009,0.0001318371,0.00002212898,0.0001628531,0.0001346611,0.0006475823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001963498,0.0000727568,0.0671903,0.0002411163,0.00103702,0.003917907,0.001224547,0.000005269153,0.0002065541,0.002129729,0.6339172,0.2898613],"study_design_scores_gemma":[0.000814084,0.0002933605,0.1820923,0.000486992,0.0003732744,0.001497339,0.0003372965,0.0001241854,0.00005875442,0.0002180072,0.813446,0.0002583755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3518943,0.01844861,0.00003194743,0.2881438,0.008967322,0.001308882,0.001110378,0.0005665471,0.3295282],"genre_scores_gemma":[0.975996,0.0005796601,0.00002545413,0.006213646,0.001033219,0.0001508677,0.00003004313,0.00004470578,0.01592643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6241016,"threshold_uncertainty_score":0.9962742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283213416017845,"score_gpt":0.3269969300789985,"score_spread":0.3041647959188201,"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."}}