{"id":"W2044384953","doi":"10.1016/s0169-8141(01)00013-0","title":"Ergonomics, loss management, and occupational injury and illness surveillance. Part 1: elements of loss management and surveillance. A review","year":2001,"lang":"en","type":"review","venue":"International Journal of Industrial Ergonomics","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Syncrude (Canada); University of Alberta","funders":"Medical Research Council Canada; Syncrude","keywords":"Injury surveillance; Occupational safety and health; Health surveillance; Human factors and ergonomics; Medical surveillance; Medicine; Occupational injury; Poison control; Medical emergency; Environmental health; 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"],"consensus_categories":[],"category_scores_codex":[0.004378717,0.0005106247,0.002080008,0.0007772381,0.0002769809,0.00005084708,0.0007185729,0.0004929635,0.0002515489],"category_scores_gemma":[0.000428556,0.0004511793,0.0002710741,0.0003312185,0.0002570397,0.0002749153,0.0007301367,0.001332148,0.00001639656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007010811,"about_ca_system_score_gemma":0.001104451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006245363,"about_ca_topic_score_gemma":0.00004501941,"domain_scores_codex":[0.9932759,0.0009394538,0.003875089,0.0005299313,0.0008230112,0.0005566251],"domain_scores_gemma":[0.9934258,0.001330324,0.00366867,0.0003192648,0.0008461323,0.0004098504],"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":[0.002281962,0.0001079656,0.05560886,0.01415759,0.001358723,0.00007279339,0.00002669724,0.000002458246,1.292173e-8,0.001755942,0.009807872,0.9148191],"study_design_scores_gemma":[0.00269002,0.0001520726,0.01091211,0.02527698,0.0001954518,0.0001120236,0.00006502605,0.00001005264,4.827491e-8,0.0001712442,0.9600418,0.0003731979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004353746,0.9848752,0.00006867383,0.0005637974,0.00444392,0.002850863,0.001863952,0.00001321368,0.0009666557],"genre_scores_gemma":[0.0004726078,0.9958527,0.0004685563,0.0002720793,0.001883164,0.0001164358,0.0004040019,0.00005540013,0.0004750358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9502339,"threshold_uncertainty_score":0.999794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130004081919301,"score_gpt":0.4594319430284272,"score_spread":0.3294278611091261,"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."}}