{"id":"W6904172166","doi":"10.1371/journal.pmed.1004257.s002","title":"Literature search algorithm on Embase.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Observational study; Confidence interval; Inequality; Relative risk; Developing country; Scale (ratio); Developed country; Cochrane Library","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01044612,0.006421701,0.0196622,0.06013121,0.001860706,0.006753611,0.006354185,0.003723061,0.4650629],"category_scores_gemma":[0.03183438,0.002521222,0.00623373,0.07297458,0.001733961,0.005864949,0.006150567,0.003143817,0.06958526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009147887,"about_ca_system_score_gemma":0.02736698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01671572,"about_ca_topic_score_gemma":0.01646869,"domain_scores_codex":[0.9883481,0.001863888,0.006562068,0.001304688,0.001235026,0.0006862977],"domain_scores_gemma":[0.9779879,0.01039597,0.005257666,0.0006584918,0.004784762,0.0009152259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008986344,0.00006930951,0.0004121359,0.8062251,0.0009413781,0.0003833182,0.0004734513,0.0003053002,0.0006719878,0.002839674,0.1427964,0.0439833],"study_design_scores_gemma":[0.004802413,0.0005404431,0.004794638,0.5694209,0.004896987,0.00050672,0.001063684,0.0008092132,0.00075606,0.007289107,0.4047872,0.0003327012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002172986,0.04420629,0.004722687,0.004814798,0.001186457,0.1287103,0.7627602,0.002815061,0.04861125],"genre_scores_gemma":[0.009357818,0.1443825,0.04454963,0.006753422,0.001027838,0.5237028,0.2082129,0.002202519,0.05981051],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.534937,"threshold_uncertainty_score":0.7630228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08777091906759993,"score_gpt":0.3835719059570443,"score_spread":0.2958009868894443,"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."}}