{"id":"W4382938997","doi":"10.17061/phrp3322315","title":"A rapid review of initiatives to address financial strain and wellbeing in high-income contexts","year":2023,"lang":"en","type":"review","venue":"Public Health Research & Practice","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"PsycINFO; Equity (law); MEDLINE; Health equity; Medical education; Medicine; Public relations; Psychology; Political science; Public health; Nursing","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":[0.04106572,0.001576373,0.005265551,0.04203568,0.001619681,0.007003617,0.003193655,0.003012269,0.01145062],"category_scores_gemma":[0.1659424,0.001238331,0.004902788,0.03721356,0.001608574,0.0073744,0.004400742,0.001940839,0.001704326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007407087,"about_ca_system_score_gemma":0.03955485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00474492,"about_ca_topic_score_gemma":0.01578,"domain_scores_codex":[0.9577326,0.01497276,0.01593834,0.001652697,0.008797778,0.0009058937],"domain_scores_gemma":[0.7685783,0.1621846,0.02894997,0.003243197,0.03501001,0.002033905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008096483,0.00001600204,0.0005718946,0.868723,0.0007337668,0.0001824842,0.001523877,0.0000765504,0.000265858,0.001343475,0.01090126,0.1155809],"study_design_scores_gemma":[0.0000407367,0.00006061433,0.001703844,0.9108354,0.002383336,0.0001866579,0.000749875,0.0000365112,0.0001365837,0.0006307348,0.08321054,0.00002515433],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00144422,0.9813327,0.001219928,0.005751698,0.001582985,0.002270767,0.002015439,0.00007857498,0.004303772],"genre_scores_gemma":[0.008775838,0.9787178,0.004349692,0.002803298,0.0005488295,0.003216764,0.0008476264,0.00003845425,0.0007016463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04203568,"threshold_uncertainty_score":0.2171789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3036614302992158,"score_gpt":0.4814455633762506,"score_spread":0.1777841330770348,"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."}}