{"id":"W2155388788","doi":"10.1136/oemed-2012-100920","title":"Work injury risk by time of day in two population-based data sources","year":2012,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; University of British Columbia; Institute for Work & Health","funders":"","keywords":"Population; Work (physics); Medicine; Computer science; Environmental health; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002609238,0.000492081,0.0005355375,0.003374822,0.0007145869,0.001263387,0.0008529876,0.0003566399,0.0009253981],"category_scores_gemma":[0.009316357,0.0004552469,0.0008915883,0.006737308,0.0004177548,0.0005990997,0.001156293,0.0003830682,0.0002351094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006229647,"about_ca_system_score_gemma":0.005051733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8206696,"about_ca_topic_score_gemma":0.7957708,"domain_scores_codex":[0.9966753,0.0005224266,0.000372096,0.0005296142,0.001566547,0.0003340152],"domain_scores_gemma":[0.9900838,0.001025179,0.005376189,0.000505686,0.002581608,0.0004275157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003829564,0.000008278143,0.9984021,0.00002697548,0.00009140791,0.00001915071,0.0002215861,0.00007126314,0.00006086844,0.00001047216,0.0002244781,0.0008251577],"study_design_scores_gemma":[0.000004097336,0.00001367976,0.9993657,0.000008866651,0.00001572451,0.00001777606,0.0001299154,0.0001490654,0.00001591392,0.000003339998,0.0002724902,0.000003379282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789709,0.0004379138,0.000681863,0.0001186927,0.000009838136,0.0001372546,0.01858419,0.00003304012,0.001026236],"genre_scores_gemma":[0.9787405,0.0003104068,0.0008343586,0.00003851056,0.00001430564,0.000160103,0.01935154,0.00000763617,0.0005425881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8206696,"threshold_uncertainty_score":0.360773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823780683367905,"score_gpt":0.3029234513159993,"score_spread":0.2846856444823203,"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."}}