{"id":"W4310335256","doi":"10.2196/37371","title":"Sleep Disorders and Quality of Life in Patients With Cancer: Prospective Observational Study of the Rafael Institute","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Cancer; Observational study; Sleep disorder; Prostate cancer; Mood; Population; Quality of life (healthcare); Insomnia; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008700814,0.0002574697,0.0004672489,0.001012365,0.0007194696,0.0006948982,0.000575337,0.0006146805,0.002669273],"category_scores_gemma":[0.002192651,0.0002966455,0.0006598853,0.001424457,0.0002869055,0.0005653889,0.0006525282,0.0008487118,0.0005963274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005762354,"about_ca_system_score_gemma":0.0004959081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01314233,"about_ca_topic_score_gemma":0.01399323,"domain_scores_codex":[0.9993969,0.0001657002,0.00006356242,0.0001255751,0.0001226976,0.0001254351],"domain_scores_gemma":[0.9985926,0.0002006946,0.0006225283,0.0001056022,0.0001495078,0.0003290307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009484425,0.00006903621,0.9989685,0.00001250956,0.00003163766,0.0000544288,0.0001002338,0.00001449225,0.00005433342,0.000006374398,0.0001385331,0.00045515],"study_design_scores_gemma":[0.00001260322,0.0001196551,0.999166,0.000009498218,0.0000140583,0.000119224,0.0002924448,0.00005006434,0.00001013995,0.000005637794,0.0001966213,0.000004116851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982603,0.0003075376,0.00003136238,0.00009067894,0.000006249833,0.00002052688,0.000692727,0.000003055993,0.0005874906],"genre_scores_gemma":[0.9990826,0.0001399711,0.00002965519,0.00006048436,0.00001001671,0.00002117874,0.0005131849,0.00000173567,0.0001413095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01314233,"threshold_uncertainty_score":0.02613169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092844331080841,"score_gpt":0.4177590689543516,"score_spread":0.3084746358462674,"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."}}