{"id":"W6904291428","doi":"10.1371/journal.pmed.1004257.s003","title":"Literature search algorithm on Cochrane Library.","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; Cochrane Library; Relative risk; Inequality; Developing country; Developed country; Scale (ratio)","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":[],"category_scores_codex":[0.01110354,0.00647582,0.02196985,0.06382081,0.001719717,0.008145567,0.007927067,0.004175013,0.4350988],"category_scores_gemma":[0.03836918,0.00269002,0.008424573,0.06850944,0.001808782,0.007096167,0.007811966,0.004370448,0.04561719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01199924,"about_ca_system_score_gemma":0.02869147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02015639,"about_ca_topic_score_gemma":0.0167377,"domain_scores_codex":[0.9887877,0.002423017,0.005337152,0.001535245,0.001308802,0.000607977],"domain_scores_gemma":[0.9736241,0.01353417,0.006361938,0.0007361543,0.004752657,0.0009909373],"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":[0.0007403905,0.0000567644,0.0002827659,0.8658876,0.001397206,0.0001542737,0.0002434767,0.0003981658,0.0003338031,0.003191611,0.0779933,0.04932073],"study_design_scores_gemma":[0.005551685,0.0005427369,0.003119332,0.7430518,0.007501697,0.0003384828,0.0006648097,0.001146666,0.0005637294,0.008552941,0.2286345,0.0003316735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002406688,0.09196924,0.008627175,0.007032753,0.001866526,0.2125681,0.6090533,0.006042254,0.06043392],"genre_scores_gemma":[0.009285861,0.2074443,0.06973345,0.006481868,0.0007994437,0.5427495,0.1173906,0.002147198,0.04396787],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4350988,"threshold_uncertainty_score":0.8057629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05742187997174536,"score_gpt":0.3650370686725533,"score_spread":0.3076151887008079,"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."}}