{"id":"W2067928417","doi":"10.1007/s10549-008-0114-2","title":"Cognitive impairments associated with breast cancer treatments: results from a longitudinal study","year":2008,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research; Fondation du cancer du sein du Québec","keywords":"Breast cancer; Medicine; Verbal fluency test; Radiation therapy; Chemotherapy; Cognition; Cancer; Oncology; Verbal memory; Chemotherapy regimen; Internal medicine; Neuropsychology; Verbal learning; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002394811,0.0006179941,0.0008681778,0.0003441655,0.0009631705,0.00006084044,0.00009696576,0.0001187018,0.0004571433],"category_scores_gemma":[0.00005858586,0.0004118405,0.0001209117,0.0008598163,0.0007611225,0.0002297197,0.0001373702,0.0003993312,0.00004134406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003320111,"about_ca_system_score_gemma":0.001024208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06066906,"about_ca_topic_score_gemma":0.01126233,"domain_scores_codex":[0.9954559,0.0002710348,0.0004556989,0.001296694,0.001382761,0.001137873],"domain_scores_gemma":[0.9970495,0.0004543795,0.0001801536,0.0003672776,0.00129763,0.0006510853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03635899,0.01204082,0.9084509,0.00001117316,0.0117525,0.003184993,0.003138367,0.000002869395,0.00003007567,7.184959e-7,0.0006652226,0.02436339],"study_design_scores_gemma":[0.05321734,0.00984368,0.9307526,0.001100181,0.001396152,0.0007327065,0.002434341,0.00001729404,0.0001154457,0.00001186218,0.00003819908,0.0003402435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785744,0.001499858,0.000001953764,0.002500546,0.00008640361,0.003831716,0.01281311,0.0001246819,0.0005673463],"genre_scores_gemma":[0.9879345,0.004567665,0.00001316424,0.00007289756,0.0003463582,0.003310099,0.0004031148,0.00007684691,0.003275323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04940674,"threshold_uncertainty_score":0.9998333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071088309961273,"score_gpt":0.3966251974552955,"score_spread":0.2895163664591682,"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."}}