{"id":"W4236526898","doi":"10.32920/14753889","title":"Caught between a rock and a hard place: mental health of migrant live-in caregivers in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mental health; Snowball sampling; Focus group; Thematic analysis; Population; Psychology; Qualitative research; Sociology; Medicine; Psychiatry; Environmental health; Social 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":[0.0008342759,0.0003398047,0.0004750127,0.0008484817,0.0124309,0.001725123,0.00117772,0.0005792122,0.00167691],"category_scores_gemma":[0.002436099,0.0003064677,0.0002713017,0.00170397,0.002454316,0.0006528131,0.002642052,0.001366931,0.000101165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02479049,"about_ca_system_score_gemma":0.04491176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.970005,"about_ca_topic_score_gemma":0.989066,"domain_scores_codex":[0.9992589,0.0001335861,0.00003530078,0.00006869711,0.000144343,0.0003591906],"domain_scores_gemma":[0.9984616,0.0001630793,0.0002139656,0.0000293158,0.0004652597,0.0006667817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008842777,0.0001040308,0.240002,0.0003844645,0.00002382138,0.004465248,0.7367766,0.00006542934,0.0009367763,0.0004378231,0.003703182,0.01301224],"study_design_scores_gemma":[0.000003342216,0.00004625339,0.08663718,0.0002018872,0.00001191092,0.000400781,0.908882,0.00005490212,0.00008148127,0.00005796465,0.003605062,0.00001718946],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961239,0.0008521407,0.00003859244,0.00123826,0.00002301537,0.00004743408,0.0001406638,0.00000268131,0.001533248],"genre_scores_gemma":[0.9970462,0.001468477,0.00009410566,0.0004871126,0.000006679632,0.00002606,0.00008359361,0.00000327304,0.0007845714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02999502,"threshold_uncertainty_score":0.1798685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04402160918706691,"score_gpt":0.3563618443602759,"score_spread":0.312340235173209,"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."}}