{"id":"W2101963047","doi":"10.3322/caac.21268","title":"Screening, evaluation, and management of cancer‐related fatigue: Ready for implementation to practice?","year":2015,"lang":"en","type":"review","venue":"CA A Cancer Journal for Clinicians","topic":"Cancer survivorship and care","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Psychological intervention; Medicine; General partnership; Cancer-related fatigue; Distress; Cancer; Nursing; Psychiatry; Clinical psychology; Internal medicine; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003229644,0.0003599805,0.001590701,0.0002826133,0.0001564182,0.00005024923,0.0001704172,0.0002419978,0.0001653647],"category_scores_gemma":[0.0001806384,0.0003058578,0.0005186754,0.0003763019,0.00003375381,0.000136781,0.00004323331,0.0003541507,0.000001484426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009215532,"about_ca_system_score_gemma":0.00211539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006392976,"about_ca_topic_score_gemma":0.002432011,"domain_scores_codex":[0.9967267,0.0001777141,0.001601101,0.0004460631,0.0006814085,0.0003670371],"domain_scores_gemma":[0.9950006,0.0003232456,0.001745761,0.0002933834,0.002294847,0.0003421913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000303727,0.00004549199,0.00005130504,0.01372256,0.002543629,0.000005965149,0.000919328,0.00001142816,1.045009e-7,0.00007941094,0.03853394,0.9437831],"study_design_scores_gemma":[0.003393698,0.0008805916,0.0000264462,0.01764535,0.02345921,0.00006288633,0.00226229,0.00004159117,8.612577e-7,0.0000904668,0.9518557,0.0002809244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002920059,0.984955,0.001483837,0.001134027,0.003397407,0.007286645,0.001416934,0.00001937251,0.0002775881],"genre_scores_gemma":[0.0000140319,0.9910033,0.00272768,0.0004365543,0.0008294469,0.003543711,0.0003928538,0.00009784163,0.0009545424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9435022,"threshold_uncertainty_score":0.9999394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3271549694259773,"score_gpt":0.6029697238873605,"score_spread":0.2758147544613832,"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."}}