{"id":"W2159606210","doi":"10.1080/01621424.2010.534047","title":"Why I Became a Home Support Worker: Recruitment in the Home Health Sector","year":2010,"lang":"en","type":"article","venue":"Home Health Care Services Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Home health; Pillar; Business; Health care; Economic growth; Demographic economics; Gerontology; Medicine; Economics","routes":{"ca_aff":true,"ca_fund":true,"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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002702031,0.0006555464,0.001226897,0.0004270365,0.002342512,0.00008132114,0.001035709,0.0003927402,0.0009163746],"category_scores_gemma":[0.000008244429,0.0004824751,0.0002143648,0.000952887,0.0001096747,0.0003787208,0.0001371303,0.002339663,0.0006279913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006554694,"about_ca_system_score_gemma":0.001341325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02125278,"about_ca_topic_score_gemma":0.2912072,"domain_scores_codex":[0.9919761,0.001793247,0.001864295,0.0009610868,0.0009817721,0.002423467],"domain_scores_gemma":[0.9961827,0.0005839989,0.000926632,0.001363629,0.0003218278,0.0006212314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002525562,0.000347627,0.1779833,0.006164054,0.00008686922,0.00003877896,0.6690817,6.70506e-7,0.00001051403,0.001342126,0.1042309,0.04046082],"study_design_scores_gemma":[0.002437556,0.002938218,0.3413193,0.0007418658,0.00001970242,0.000009427412,0.1757051,0.000006019248,4.075876e-7,0.0008773349,0.4753782,0.0005667959],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7560077,0.006114304,0.00001914485,0.2205982,0.006601296,0.00791633,0.000434416,0.0005182099,0.001790367],"genre_scores_gemma":[0.8681267,0.0007400369,0.0002364465,0.1254985,0.001579675,0.002679234,0.0005950948,0.000134201,0.0004100843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4933766,"threshold_uncertainty_score":0.9999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04929699835489895,"score_gpt":0.3958145042617421,"score_spread":0.3465175059068432,"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."}}