{"id":"W4391546076","doi":"10.1177/11786329241230158","title":"Filipino Personal Support Workers (PSWs) in Canada During Health Crisis: Successes and Challenges","year":2024,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001464211,0.0004026214,0.000521594,0.001556203,0.02146786,0.006677244,0.002561626,0.002276004,0.004674746],"category_scores_gemma":[0.005204475,0.0003941799,0.0003086039,0.004406899,0.004630324,0.002298663,0.006505518,0.004830794,0.0004095546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07912719,"about_ca_system_score_gemma":0.1971753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917381,"about_ca_topic_score_gemma":0.9974585,"domain_scores_codex":[0.9961182,0.0002229764,0.00005884168,0.0001135768,0.0004451959,0.003041165],"domain_scores_gemma":[0.9947886,0.0003212852,0.000415441,0.00006624193,0.00153236,0.002875979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005300007,0.0006329948,0.5231768,0.0004879181,0.0000794174,0.003153929,0.3327393,0.0002319433,0.000801403,0.006526906,0.03218528,0.09945404],"study_design_scores_gemma":[0.000013931,0.00006007318,0.2315044,0.0003275563,0.00002587347,0.0001353064,0.7494562,0.0001272091,0.0001095996,0.0002474591,0.01795177,0.00004078462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964991,0.002104868,0.000055348,0.01953956,0.0001651053,0.00008714499,0.0005161553,0.00001349614,0.0125273],"genre_scores_gemma":[0.9893425,0.002694886,0.0001145671,0.002074476,0.00003471567,0.00004046391,0.0002103241,0.0000111818,0.005476999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07912719,"threshold_uncertainty_score":0.5741106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04455186004961827,"score_gpt":0.3618532928860713,"score_spread":0.317301432836453,"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."}}