{"id":"W2800011016","doi":"10.1093/rheumatology/key075.532","title":"308 What's keeping you awake at night? A study of pain trendography","year":2018,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006476375,0.0002248774,0.0003504548,0.0002568313,0.0001781589,0.00004976764,0.000347526,0.0002254831,0.001339551],"category_scores_gemma":[0.00003619799,0.0002111034,0.0001570391,0.0006875811,0.0001521314,0.000173009,0.00009693462,0.0002363523,0.000412532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002601347,"about_ca_system_score_gemma":0.000008949218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003432827,"about_ca_topic_score_gemma":0.0005360198,"domain_scores_codex":[0.9978573,0.0004945223,0.0004404717,0.0004933023,0.0002530747,0.000461279],"domain_scores_gemma":[0.9986243,0.0002021559,0.0001824542,0.0007970333,0.00007974418,0.000114272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005990576,0.003934782,0.5893511,0.00001530624,0.002389525,0.0002143545,0.07594936,0.000009062666,0.0006038982,0.001598891,0.02891854,0.2964161],"study_design_scores_gemma":[0.03664624,0.015891,0.688327,0.00180097,0.00176938,0.00006574677,0.08975614,0.000209164,0.002049268,0.0009815267,0.158749,0.003754577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742984,0.001366513,0.0001111892,0.0001908693,0.001481813,0.0004288137,0.000007076872,0.0001351961,0.02198015],"genre_scores_gemma":[0.9983007,0.00003415857,0.00009368674,0.0004979004,0.0003571908,0.0000639465,0.00001807563,0.0000425347,0.0005918592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2926616,"threshold_uncertainty_score":0.9995733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617778848294202,"score_gpt":0.2942057833735786,"score_spread":0.2680279948906366,"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."}}