{"id":"W3092576663","doi":"10.1093/eurpub/ckaa166.1128","title":"Trajectories of cognitive performance over 5 years in a cohort of breast cancer patients (NEON-BC)","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Montreal Cognitive Assessment; Breast cancer; Cognition; Neuropsychology; Cognitive decline; Cancer; Demography; Gerontology; Cognitive impairment; Internal medicine; Dementia; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005167159,0.0002395112,0.0003002543,0.0007862385,0.000560155,0.0006704885,0.0003473923,0.0003194444,0.001232434],"category_scores_gemma":[0.002230507,0.0001885963,0.0004829791,0.001320764,0.000134996,0.0004119777,0.0007235883,0.0005061245,0.0002562665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005141373,"about_ca_system_score_gemma":0.0005618618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04066498,"about_ca_topic_score_gemma":0.03708797,"domain_scores_codex":[0.9997836,0.00003905996,0.00002002053,0.0000679271,0.00002884213,0.00006052651],"domain_scores_gemma":[0.999319,0.0000767626,0.0002826713,0.00006311406,0.0001254646,0.0001330182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367968,0.00003131291,0.9976977,0.000009270169,0.0000302545,0.00005354824,0.0001550105,0.00006446848,0.00008191798,0.00001822801,0.0001422794,0.001579322],"study_design_scores_gemma":[0.000004153333,0.00007767574,0.998767,0.00001263958,0.00001869298,0.0001577064,0.0003264696,0.0002885142,0.00003232798,0.00004082931,0.0002699944,0.000004001896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998425,0.0001075241,0.00006860051,0.00003381751,0.000002639311,0.000008542435,0.001168674,0.000002344812,0.0001829268],"genre_scores_gemma":[0.9978585,0.0001052635,0.0001206382,0.00001578368,0.000003055065,0.00002075848,0.001627349,0.000003049203,0.0002455779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04066498,"threshold_uncertainty_score":0.08085656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538448711651071,"score_gpt":0.2980262553387232,"score_spread":0.2626417682222125,"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."}}