{"id":"W2888368453","doi":"10.1016/j.mehy.2018.08.019","title":"Are sleep continuity disturbance and fatigue prodromal symptoms of cancer development?","year":2018,"lang":"en","type":"article","venue":"Medical Hypotheses","topic":"Sleep and related disorders","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"National Institute on Aging","keywords":"Sleep disorder; Insomnia; Disturbance (geology); Sleep (system call); Cancer-related fatigue; Cancer; Medicine; Cognition; Psychology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001816196,0.0001292605,0.0002376259,0.00004603741,0.00007841705,0.00000755751,0.0001848646,0.0002129791,0.002901051],"category_scores_gemma":[0.0003776946,0.00009392187,0.00003057962,0.0001345921,0.0008359844,0.0000309053,0.00005442959,0.0001666828,0.00005453812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001303025,"about_ca_system_score_gemma":0.00004415278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001693758,"about_ca_topic_score_gemma":0.000372618,"domain_scores_codex":[0.9988146,0.0000653214,0.0002621647,0.0002776131,0.0003133661,0.0002669436],"domain_scores_gemma":[0.9992993,0.0001555865,0.0001556822,0.0001713303,0.00006454161,0.0001535124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001219296,0.0003636213,0.6545071,0.00004423749,0.0005509077,0.00002920534,0.004290139,1.353845e-7,0.0000350595,0.0009088858,0.002642011,0.3365068],"study_design_scores_gemma":[0.001745302,0.0001406521,0.9553708,0.0002840219,0.00007455684,0.00001190877,0.0007092443,0.00002634714,0.0008899847,0.0002523344,0.04025311,0.0002416769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847935,0.003761032,0.0001660381,0.0004476578,0.0006381955,0.0001608456,0.000007288794,0.00004981598,0.009975601],"genre_scores_gemma":[0.9982198,0.00003791535,0.00007612961,0.0004089224,0.0001478325,0.00004942104,0.000001570147,0.00001576123,0.00104268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3362651,"threshold_uncertainty_score":0.9980105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02745632593735193,"score_gpt":0.3146449343641696,"score_spread":0.2871886084268177,"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."}}