{"id":"W4404926793","doi":"10.3390/ijerph21121611","title":"Mental and Physical Wellbeing of Carer–Employees in Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Work (physics); Unpaid work; Psychology; Health care; Physical health; Nursing; Gerontology; Medicine; Psychiatry; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007471435,0.0002022789,0.0004478522,0.001109939,0.005036648,0.001355513,0.0009021294,0.0003504874,0.002372122],"category_scores_gemma":[0.001843523,0.0002059776,0.0003167224,0.00262567,0.0007149442,0.0003264376,0.001185974,0.0007924998,0.0002508977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02619483,"about_ca_system_score_gemma":0.0325785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992945,"about_ca_topic_score_gemma":0.9973322,"domain_scores_codex":[0.9990432,0.00007726973,0.00004155268,0.0000747996,0.0003150566,0.0004482287],"domain_scores_gemma":[0.998642,0.00006059068,0.000155799,0.00002777924,0.000659042,0.0004547752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001096978,0.0001750767,0.9452126,0.0001279614,0.00004520359,0.0004268792,0.02335032,0.00009354475,0.0006572338,0.0003558537,0.004802321,0.0246432],"study_design_scores_gemma":[0.000005902612,0.00005176167,0.971239,0.00009635271,0.00001542305,0.00007984722,0.02489869,0.0001136735,0.00008715632,0.00003469776,0.003356491,0.00002107761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938788,0.0006984854,0.00002908012,0.0008473445,0.00001939053,0.00004002839,0.00119218,0.00000570992,0.003289013],"genre_scores_gemma":[0.9965129,0.0007852163,0.0001176225,0.0003615884,0.000005304129,0.00001606998,0.0005406771,0.000003492593,0.001657092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02619483,"threshold_uncertainty_score":0.1900576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08502864588116199,"score_gpt":0.4549255023420979,"score_spread":0.3698968564609359,"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."}}