{"id":"W6960732281","doi":"10.1371/journal.pone.0300106.s001","title":"PRISMA 2020 checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Cohort; Antiretroviral therapy; Cohort study; Human immunodeficiency virus (HIV); Socioeconomic status; Meta-analysis","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.06903391,0.004406514,0.00958677,0.01509386,0.002477516,0.007757126,0.008992132,0.004780002,0.3291323],"category_scores_gemma":[0.174309,0.004907699,0.0156255,0.01531888,0.003279839,0.004530346,0.005413823,0.008108424,0.02749754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105328,"about_ca_system_score_gemma":0.04229397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01405301,"about_ca_topic_score_gemma":0.01805168,"domain_scores_codex":[0.9397233,0.02920198,0.02047396,0.004595805,0.004661448,0.001343504],"domain_scores_gemma":[0.8577128,0.09740678,0.01285492,0.01054031,0.02008347,0.001401688],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002429005,0.0001834823,0.0006195086,0.6536664,0.003320422,0.0001713926,0.000996654,0.001469695,0.0002804452,0.01116313,0.2839226,0.04177724],"study_design_scores_gemma":[0.01799388,0.0004948644,0.004891255,0.2916134,0.006115072,0.0003704843,0.002137731,0.004028301,0.001020492,0.03947561,0.6312472,0.0006117763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.001213416,0.006992156,0.01981635,0.008182961,0.004343785,0.36044,0.5830263,0.006668642,0.009316284],"genre_scores_gemma":[0.00230179,0.002044241,0.0451325,0.001069288,0.0001270447,0.9312249,0.01372135,0.0007138412,0.003665005],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9309661,"threshold_uncertainty_score":0.9569114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257516042670429,"score_gpt":0.2315606067421617,"score_spread":0.2058090024751188,"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."}}