{"id":"W4206435134","doi":"10.21203/rs.3.rs-905153/v1","title":"Night-eating, Overweight/obesity and Sleep Quality","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Australian National University","keywords":"Overweight; Obesity; Sleep quality; Sleep (system call); Medicine; Quality (philosophy); Psychology; Psychiatry; Internal medicine; Computer science; Insomnia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004437006,0.0002787585,0.0002432154,0.0003628325,0.0002719793,0.0008810738,0.000216243,0.000330433,0.03251901],"category_scores_gemma":[0.002380378,0.0001073252,0.0002727672,0.0005132919,0.0001612978,0.0004589136,0.0002844767,0.0004102116,0.001467528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031025,"about_ca_system_score_gemma":0.0003985809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066102,"about_ca_topic_score_gemma":0.01103699,"domain_scores_codex":[0.9999087,0.00003857297,0.000003708399,0.00001613883,0.00002159387,0.00001138085],"domain_scores_gemma":[0.999166,0.0004736978,0.0001132061,0.00005841337,0.00005551959,0.0001332706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002101215,0.0008124662,0.7788327,0.0004601407,0.001103646,0.0004503848,0.001226321,0.000919,0.00230254,0.01334175,0.07853974,0.1199101],"study_design_scores_gemma":[0.00004416773,0.00009224046,0.9803267,0.00005845094,0.0001467811,0.0001663251,0.0005940347,0.001158263,0.0002019368,0.007318496,0.009883079,0.000009545949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211317,0.00744535,0.002170056,0.007355439,0.001028971,0.00003607468,0.009849955,0.0002066432,0.05077586],"genre_scores_gemma":[0.9322311,0.002068688,0.001535443,0.0003328795,0.0004671822,0.00003467847,0.002409328,0.0001045198,0.06081612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03251901,"threshold_uncertainty_score":0.1087869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0799484841002109,"score_gpt":0.4559386904512767,"score_spread":0.3759902063510658,"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."}}