{"id":"W4405390880","doi":"10.1093/sleepadvances/zpae070.110","title":"P028 Sleep depth and wake propensity measured with the Odds-Ratio Product (ORP) in a shift work protocol comparing two lighting interventions","year":2024,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychological intervention; Wake; Propensity score matching; Odds; Odds ratio; Protocol (science); Work (physics); Shift work; Sleep (system call); Psychology; Medicine; Computer science; Logistic regression; Engineering; Internal medicine; Psychiatry","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":[0.002705861,0.000914398,0.001359453,0.0004819168,0.0007578723,0.0005193786,0.0006104372,0.0008205192,0.005495301],"category_scores_gemma":[0.004473673,0.0005107733,0.0008928819,0.0003241984,0.0006979067,0.0003924999,0.0008185944,0.001049935,0.0005399269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000668579,"about_ca_system_score_gemma":0.001732368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010588,"about_ca_topic_score_gemma":0.001579987,"domain_scores_codex":[0.9978752,0.0008947006,0.0002657728,0.0004246955,0.0003410102,0.0001986299],"domain_scores_gemma":[0.9979998,0.0005538777,0.0004953659,0.0001896866,0.0002913767,0.0004697824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8031867,0.08669904,0.007858598,0.002315102,0.0009953093,0.0001184008,0.0007533412,0.0009536076,0.03136197,0.0003251076,0.001520641,0.06391227],"study_design_scores_gemma":[0.07848044,0.805146,0.09948812,0.0002516399,0.0009602964,0.00003776782,0.0003995147,0.002193731,0.009342029,0.0004371988,0.003141844,0.0001215883],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708901,0.0002775307,0.003280786,0.00007718377,0.0002014434,0.0231607,0.0007298788,0.00008856423,0.00129379],"genre_scores_gemma":[0.8090655,0.0002617619,0.01150816,0.0001436189,0.0001120439,0.1757671,0.0005189247,0.00003222429,0.002590576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005495301,"threshold_uncertainty_score":0.01838362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05256623052400236,"score_gpt":0.3445691988602296,"score_spread":0.2920029683362273,"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."}}