{"id":"W4406572308","doi":"10.1016/j.ccol.2020.07.018","title":"10.1016/j.ccol.2020.07.018","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sleep loss; Sleep (system call); Precision medicine; Medicine; Physical medicine and rehabilitation; Psychology; Computer science; Sleep deprivation; Psychiatry; Cognition","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004356013,0.001234547,0.0005090262,0.001987011,0.001143135,0.001926297,0.001116207,0.004019102,0.958868],"category_scores_gemma":[0.0009011453,0.0004071753,0.0006418359,0.001089061,0.0006892708,0.00195616,0.001085862,0.001255515,0.9448605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009311892,"about_ca_system_score_gemma":0.001079179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004883097,"about_ca_topic_score_gemma":0.005253705,"domain_scores_codex":[0.9998024,0.00001777498,0.00001391892,0.00004781907,0.00004595852,0.00007205028],"domain_scores_gemma":[0.9992232,0.000155657,0.00005571153,0.00004555229,0.0001359398,0.0003838773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002142305,0.0003173121,0.002299793,0.0004498563,0.0000209028,0.0002618631,0.0000557044,0.000236675,0.0005482063,0.003817466,0.3616415,0.6301365],"study_design_scores_gemma":[0.00007662694,0.0001061342,0.002795581,0.0005922391,0.00002538915,0.001108312,0.0001541753,0.0002273224,0.0003205594,0.002079007,0.9924977,0.00001693545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001665806,0.002770372,0.0009589903,0.002470971,0.0006598912,0.0000905045,0.001697236,0.0007517362,0.9889345],"genre_scores_gemma":[0.004280104,0.001013709,0.0007828203,0.0009976518,0.0002308709,0.00006962744,0.001028728,0.0001385809,0.991458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04113197,"threshold_uncertainty_score":0.05866969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007597304716261276,"score_gpt":0.2167632138941116,"score_spread":0.2091659091778503,"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."}}