{"id":"W6960550263","doi":"10.1371/journal.pone.0315500.s004","title":"Quality assessment of studies.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thirst; CINAHL; Intensive care unit; Randomized controlled trial; Confidence interval; Risk assessment; Critically ill; 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"],"consensus_categories":[],"category_scores_codex":[0.1571071,0.004885742,0.02586066,0.03548114,0.002446425,0.01269704,0.009435834,0.00672614,0.06960557],"category_scores_gemma":[0.4433722,0.002909448,0.02879217,0.04066603,0.004361403,0.007285028,0.007430272,0.006427651,0.006214757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01968748,"about_ca_system_score_gemma":0.03185635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00745041,"about_ca_topic_score_gemma":0.006816542,"domain_scores_codex":[0.6382008,0.1421793,0.1623688,0.0184092,0.0352486,0.003593242],"domain_scores_gemma":[0.4783216,0.2965116,0.109205,0.03158958,0.08038904,0.003983254],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001499225,0.00003801566,0.001204657,0.9166919,0.01621637,0.00008022765,0.0006813886,0.0004936986,0.0001842327,0.002754347,0.02068789,0.03946799],"study_design_scores_gemma":[0.008256033,0.0007256788,0.01174973,0.7203356,0.06425477,0.0003789656,0.001368111,0.003450411,0.0008985862,0.01919823,0.1689343,0.0004495854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.005385992,0.1988835,0.04900564,0.01412256,0.01184482,0.3607181,0.3297364,0.005968428,0.02433453],"genre_scores_gemma":[0.04199975,0.04044241,0.08550096,0.004051528,0.0008920156,0.7938411,0.02898403,0.001294366,0.002993867],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8428929,"threshold_uncertainty_score":0.8308715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1355798794971628,"score_gpt":0.358325315334352,"score_spread":0.2227454358371892,"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."}}