{"id":"W2897298178","doi":"10.1108/ijwhm-04-2018-0043","title":"Health of caregiver-employees in Canada","year":2018,"lang":"en","type":"article","venue":"International Journal of Workplace Health Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; McMaster University","funders":"","keywords":"Statistic; Originality; Psychology; Mental health; Value (mathematics); Work (physics); Gerontology; Social psychology; Nursing; Medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001252021,0.0001288191,0.0004474881,0.0003557279,0.0001876584,0.000004764917,0.0004596744,0.00002866078,0.0001831045],"category_scores_gemma":[0.00004448765,0.000112279,0.00005765766,0.0002195047,0.00004886613,0.0001013118,0.000204111,0.0003280071,0.00001087511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00308798,"about_ca_system_score_gemma":0.002447467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5571459,"about_ca_topic_score_gemma":0.8732494,"domain_scores_codex":[0.996822,0.0003265586,0.001435305,0.000142939,0.0008410138,0.0004321857],"domain_scores_gemma":[0.9975197,0.0001863298,0.0014355,0.0001406791,0.0005691141,0.0001487148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004229101,0.0001359525,0.6215091,0.0004170986,0.0003550222,0.00006174576,0.006520601,0.00007230837,6.368252e-7,0.004907021,0.3237965,0.04180106],"study_design_scores_gemma":[0.003564602,0.0007225153,0.5715363,0.00366725,0.00001303702,0.000007329392,0.02307475,0.00002601142,0.000006174166,0.0009892667,0.3961963,0.0001964692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5870007,0.004742119,0.001399557,0.36864,0.01639086,0.001528608,0.00006187634,0.00002859869,0.02020767],"genre_scores_gemma":[0.9892129,0.002085031,0.0005539072,0.00624511,0.0005702887,0.00001153028,0.000004282129,0.00001512645,0.001301884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4022121,"threshold_uncertainty_score":0.8074961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032302960783847,"score_gpt":0.401274655884752,"score_spread":0.368971695100905,"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."}}