{"id":"W4220703413","doi":"10.1007/s11764-022-01189-w","title":"The association of circadian parameters and the clustering of fatigue, depression, and sleep problems in breast cancer survivors: a latent class analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Cancer Survivorship","topic":"Cancer survivorship and care","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"Victorian Cancer Agency","keywords":"Chronotype; Circadian rhythm; Medicine; Breast cancer; Depression (economics); Latent class model; Psychiatry; Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.003614547,0.0001718473,0.000785441,0.0003542874,0.0001640213,0.00003764994,0.0002238098,0.00008025102,0.00004988106],"category_scores_gemma":[0.0001126609,0.000105936,0.0002696788,0.001154743,0.0001741604,0.0001126665,0.000121922,0.0005672522,3.059505e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003918434,"about_ca_system_score_gemma":0.0001908682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.131121,"about_ca_topic_score_gemma":0.4590521,"domain_scores_codex":[0.996971,0.0007370179,0.0009288288,0.0001979459,0.0008842619,0.0002809766],"domain_scores_gemma":[0.9969767,0.000887648,0.001384677,0.000239522,0.0003892878,0.0001221449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001397023,0.00004609491,0.9688345,0.0001716667,0.001284093,0.0000042003,0.005929423,0.0150806,0.00009987774,0.00003661986,0.00003364363,0.00708227],"study_design_scores_gemma":[0.003043068,0.000117688,0.9853984,0.0002893441,0.001503415,0.00003208672,0.002873912,0.005973998,0.00009795684,0.000133686,0.0003940128,0.0001424322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977137,0.0160973,0.0001041093,0.00555046,0.0006163429,0.0003305085,0.00007024856,0.000004448981,0.00008957508],"genre_scores_gemma":[0.9945894,0.00494402,0.00001295433,0.0001852154,0.00007914566,0.0000841682,0.00000245233,0.00001925451,0.00008337192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3279311,"threshold_uncertainty_score":0.874665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645794632954419,"score_gpt":0.2687181064845887,"score_spread":0.2522601601550445,"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."}}