{"id":"W4385063728","doi":"10.1093/sleep/zsad199","title":"Online sleep diaries: considerations for system development and recommendations for data management","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institute on Aging; National Institutes of Health","keywords":"Data collection; Computer science; Sleep (system call); The Internet; Reliability (semiconductor); World Wide Web","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":[0.0003021342,0.0001261934,0.0001436483,0.0001610445,0.0004347642,0.00004648179,0.0001556804,0.00009498696,0.0001290858],"category_scores_gemma":[0.00005630627,0.0001207347,0.00003115749,0.0001523715,0.000039417,0.00007289874,0.0001306285,0.00006284457,0.000147286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003101863,"about_ca_system_score_gemma":0.0000161315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001472087,"about_ca_topic_score_gemma":0.0001187426,"domain_scores_codex":[0.9988753,0.00003218882,0.000318223,0.0004126287,0.00007135413,0.0002903742],"domain_scores_gemma":[0.9989718,0.0003782634,0.000069767,0.0004637084,0.00005041394,0.00006602512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008668064,0.0005307496,0.0003412538,0.0003144438,0.002675777,0.00001565752,0.006228304,0.0001050713,0.000004778416,0.2714081,0.4764527,0.2418365],"study_design_scores_gemma":[0.004918868,0.00007742632,0.0009174759,0.00006590978,0.0005438926,0.00001117136,0.02949559,0.01871361,0.00001387209,0.003363817,0.9414917,0.000386699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1132454,0.006427468,0.6022617,0.1350456,0.03352431,0.02854095,0.01275821,0.005319685,0.06287668],"genre_scores_gemma":[0.6713306,0.0004212406,0.2624986,0.003575627,0.0007189317,0.007137996,0.03586898,0.0002802885,0.01816767],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5580853,"threshold_uncertainty_score":0.4923418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09154116624743666,"score_gpt":0.3516720015545622,"score_spread":0.2601308353071256,"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."}}