{"id":"W1975267924","doi":"10.1188/08.onf.948-954","title":"Impact of a Pivot Nurse in Oncology on Patients With Lung or Breast Cancer: Symptom Distress, Fatigue, Quality of Life, and Use of Healthcare Resources","year":2008,"lang":"en","type":"article","venue":"Oncology nursing forum","topic":"Cancer survivorship and care","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Quality of life (healthcare); Distress; Breast cancer; Lung cancer; Oncology; Health care; Cancer; Oncology nursing; Intensive care medicine; Internal medicine; Nursing; Nurse education; Clinical psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001446377,0.0001903091,0.001032152,0.0001973662,0.00005557471,0.000001994112,0.00007937163,0.000242985,0.0000324101],"category_scores_gemma":[0.0000978284,0.0001361888,0.00009544381,0.0003237044,0.0007702201,0.00007492767,0.00001754188,0.0002535233,1.005398e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032566,"about_ca_system_score_gemma":0.00119108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02780024,"about_ca_topic_score_gemma":0.02605918,"domain_scores_codex":[0.9982,0.0002797681,0.0006033933,0.0002894082,0.0002745748,0.0003528551],"domain_scores_gemma":[0.998295,0.0003695704,0.0005687806,0.0002868385,0.0002861627,0.0001936574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02230632,0.001948966,0.9402755,0.0002756364,0.0001112376,0.00001465799,0.006795421,0.00003124471,0.00006621406,0.00005147128,0.0007834386,0.02733984],"study_design_scores_gemma":[0.005571325,0.007395868,0.9833997,0.001404017,0.0000690143,0.00002620459,0.001696093,0.00003189066,0.00005071059,0.000008903924,0.0002266986,0.0001195451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943815,0.0005386463,0.000006152912,0.003405651,0.0002227884,0.0004645312,0.0007124007,0.00001297926,0.0002553686],"genre_scores_gemma":[0.9994258,0.0001750116,0.00006483671,0.0001638972,0.00003625176,0.0000232921,0.00004882633,0.00002172835,0.00004030291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04312417,"threshold_uncertainty_score":0.9917127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112542444818513,"score_gpt":0.3880099580587633,"score_spread":0.3468845336105781,"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."}}