{"id":"W2947635166","doi":"10.1136/oemed-2018-105639","title":"Are new workers at elevated risk for work injury? A systematic review","year":2019,"lang":"en","type":"review","venue":"Occupational and Environmental Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Public Health Ontario; Seneca Polytechnic; University of British Columbia; Institute for Work & Health; University of Toronto","funders":"Institute for Work and Health","keywords":"Medicine; Occupational safety and health; Injury prevention; Human factors and ergonomics; Hazard; Occupational injury; Poison control; Environmental health; Suicide prevention; Physical therapy; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001578425,0.0005333422,0.003047334,0.0001867318,0.0007451375,0.0000038623,0.0002600046,0.0004526316,0.002049106],"category_scores_gemma":[0.001518394,0.0003434723,0.0002807874,0.0003285381,0.0001477012,0.00006671822,0.0002010909,0.0008672245,0.001431914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000961969,"about_ca_system_score_gemma":0.0005507701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006568973,"about_ca_topic_score_gemma":0.00001378256,"domain_scores_codex":[0.9950299,0.000945338,0.001905988,0.0006422334,0.0008325366,0.0006440644],"domain_scores_gemma":[0.9923936,0.004308744,0.00215068,0.0005333948,0.00003920303,0.000574336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002588918,0.00002982381,0.01442191,0.8771672,0.0001508581,0.000001586741,0.00004189072,1.546191e-7,3.794052e-8,0.00002068985,0.05533958,0.05256744],"study_design_scores_gemma":[0.0006100637,0.0001356715,0.007009668,0.5422895,0.001496833,0.000004237459,0.00005788769,0.000004077079,5.040752e-9,0.00003150246,0.4481255,0.0002350617],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003122649,0.9836349,0.00004443834,0.0005441456,0.0005422063,0.01364032,0.001373206,0.00002981276,0.0001596861],"genre_scores_gemma":[0.00001291041,0.9759514,0.0001112496,0.001450039,0.0007320538,0.002930909,0.004581541,0.00007145035,0.01415845],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3927859,"threshold_uncertainty_score":0.9999017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1485195829719059,"score_gpt":0.4808993045841508,"score_spread":0.3323797216122449,"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."}}