{"id":"W2086919005","doi":"10.1177/216507991206000305","title":"Occupational Health Nursing in Canada","year":2012,"lang":"en","type":"article","venue":"Workplace Health & Safety","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Occupational health nursing; Nursing; Medicine; Environmental health; Health policy; Public health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006839133,0.0002888603,0.0006891969,0.0002586576,0.002353902,0.000005179087,0.0002722729,0.0001749903,0.001373815],"category_scores_gemma":[0.0003860075,0.0002854212,0.00005731458,0.00105157,0.00006172609,0.0002816266,0.0000890789,0.001954645,0.0004514719],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02229937,"about_ca_system_score_gemma":0.08251225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.891592,"about_ca_topic_score_gemma":0.9374751,"domain_scores_codex":[0.9900572,0.002493897,0.002029251,0.0004335179,0.001113363,0.003872719],"domain_scores_gemma":[0.994352,0.002441632,0.0005874239,0.0004732528,0.0001744589,0.001971251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008789801,0.000141962,0.8449652,0.0005745824,0.000005401591,0.000001427294,0.002557596,0.0001160402,1.836385e-7,0.004570841,0.05613634,0.09005143],"study_design_scores_gemma":[0.001189192,0.00006446501,0.8800119,0.0009689409,0.000001087188,0.000003812212,0.002589796,0.0003349851,1.784513e-7,0.000137818,0.114505,0.0001927934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1623168,0.03559491,0.007229901,0.6696945,0.01976876,0.01805633,0.001545404,0.0005038205,0.0852896],"genre_scores_gemma":[0.9642457,0.001523264,0.002197274,0.0285877,0.001269856,0.0003584589,0.0004700485,0.00006516725,0.001282563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8019289,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07306238726938533,"score_gpt":0.4688889816520502,"score_spread":0.3958265943826649,"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."}}