{"id":"W4307384933","doi":"10.1093/eurpub/ckac129.096","title":"Labour market strategies addressing precarious employment and its impacts: A systematic review","year":2022,"lang":"en","type":"review","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Psychological intervention; Systematic review; Context (archaeology); Public health; Grey literature; Business; Political science; Public economics; Public relations; Environmental health; Medicine; Economics; MEDLINE; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009609003,0.001374475,0.006100513,0.01020848,0.0007707814,0.002987207,0.001984576,0.001932568,0.006074418],"category_scores_gemma":[0.03566558,0.0007725577,0.006577587,0.009189772,0.0009308369,0.002743208,0.001892727,0.001084557,0.0003083845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004412524,"about_ca_system_score_gemma":0.01798677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008871175,"about_ca_topic_score_gemma":0.0229685,"domain_scores_codex":[0.993483,0.002636281,0.001901151,0.0004085756,0.001248508,0.000322383],"domain_scores_gemma":[0.9780263,0.01635662,0.003493797,0.0002353998,0.001607589,0.0002803344],"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":[0.0001373881,0.00003642954,0.0006432984,0.9406068,0.003372038,0.00008090545,0.0003277054,0.000114826,0.00006075237,0.0003809411,0.001276816,0.05296202],"study_design_scores_gemma":[0.0001491774,0.0001438276,0.002226824,0.9664317,0.01690466,0.0001311139,0.0005273471,0.00007600467,0.00009090012,0.0002926249,0.01300301,0.00002278777],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001834547,0.9962643,0.0001785821,0.0003659897,0.0001042287,0.0005026924,0.0003410602,0.000009420998,0.0003991787],"genre_scores_gemma":[0.02157734,0.9760969,0.0005344075,0.0004758438,0.00007087216,0.0009154914,0.0002011839,0.000005169996,0.0001226906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01020848,"threshold_uncertainty_score":0.05081785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3232659893475477,"score_gpt":0.4866627107625885,"score_spread":0.1633967214150408,"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."}}