{"id":"W2605270275","doi":"10.1177/2165079916680366","title":"Linking Incidents in Long-Term Care Facilities to Worker Activities","year":2017,"lang":"en","type":"article","venue":"Workplace Health & Safety","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Occupational safety and health; Incident report; Medicine; Exploratory research; Medical emergency; Health care; Long-term care; Work (physics); Nursing; Patient safety; Forensic engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002925706,0.0003363124,0.0007141628,0.0003606087,0.006125286,0.00007043532,0.0008106509,0.0003832454,0.0006243759],"category_scores_gemma":[0.0007431792,0.0003275125,0.0000967551,0.000287515,0.0001400026,0.0004658798,0.0006740585,0.002063001,0.0009221419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505538,"about_ca_system_score_gemma":0.003538204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006315072,"about_ca_topic_score_gemma":0.05519966,"domain_scores_codex":[0.9938719,0.001120379,0.001335287,0.0006683723,0.0008968294,0.002107215],"domain_scores_gemma":[0.9955789,0.001436073,0.0005310383,0.001242882,0.0002513403,0.000959732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001456499,0.00004093851,0.8457019,0.002123431,0.00000737713,0.00001477862,0.02789206,0.00004560117,9.466748e-7,0.000262507,0.001036867,0.1214171],"study_design_scores_gemma":[0.0014149,0.0001386338,0.9537184,0.003381681,0.000002159943,0.000001318722,0.009356642,0.00001986976,0.000001228196,0.0001100788,0.03160178,0.000253305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345875,0.002621427,0.0005874558,0.03075379,0.003172587,0.00595217,0.000360221,0.0001939996,0.0217709],"genre_scores_gemma":[0.9798452,0.001478379,0.0005126793,0.00307646,0.0007377865,0.0007115015,0.0001765731,0.00005957184,0.01340186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211638,"threshold_uncertainty_score":0.9999177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06614850114550963,"score_gpt":0.4720537207516603,"score_spread":0.4059052196061507,"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."}}