{"id":"W6923484885","doi":"10.1371/journal.pone.0287753.s001","title":"Prisma P 2015 checklist.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overweight; Observational study; Guideline; Hydroxychloroquine; Protocol (science); Systematic review; Disease; MEDLINE","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":[0.1061125,0.004311807,0.009509321,0.01742196,0.003306084,0.008860222,0.008488686,0.005154552,0.3419611],"category_scores_gemma":[0.3019066,0.005880748,0.01676527,0.01940638,0.00320523,0.00588328,0.006037928,0.009155056,0.03358947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01223817,"about_ca_system_score_gemma":0.05463241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019997,"about_ca_topic_score_gemma":0.01370564,"domain_scores_codex":[0.9159746,0.04000263,0.03108172,0.005234648,0.006178389,0.001528047],"domain_scores_gemma":[0.7606858,0.1565253,0.02163052,0.02048067,0.03842293,0.002254787],"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":[0.002116707,0.0001884128,0.0005507213,0.5864627,0.002047379,0.0001514224,0.001468666,0.001288774,0.0002007751,0.01029933,0.3574533,0.03777182],"study_design_scores_gemma":[0.01224812,0.0003419959,0.003324506,0.2511449,0.003463009,0.0002303182,0.002075182,0.001634759,0.0004942462,0.03534796,0.689318,0.000376971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.0008415661,0.005780898,0.01590233,0.007541455,0.003679756,0.4817663,0.4725272,0.003176346,0.00878419],"genre_scores_gemma":[0.0009302101,0.001205525,0.0212282,0.0008092645,0.00008365179,0.9606133,0.01316036,0.0002246125,0.001744968],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8938875,"threshold_uncertainty_score":0.9386126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07303009540808127,"score_gpt":0.3604077430347761,"score_spread":0.2873776476266949,"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."}}