{"id":"W6961057731","doi":"10.1371/journal.pone.0293368.s001","title":"PRISMA 2009 checklist.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gingivitis; Saliva; Biomarker; Periodontitis; Periodontal disease; Chronic periodontitis","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":[0.05770311,0.004169345,0.00976423,0.01359442,0.002565477,0.007915667,0.007814916,0.00391903,0.404677],"category_scores_gemma":[0.1487368,0.005046767,0.01421846,0.01565774,0.002463592,0.003565222,0.004835934,0.007252574,0.04179986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008027889,"about_ca_system_score_gemma":0.03804973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009875952,"about_ca_topic_score_gemma":0.01502076,"domain_scores_codex":[0.9568121,0.01818421,0.01750448,0.003389182,0.003111001,0.0009990626],"domain_scores_gemma":[0.873278,0.08179961,0.01145145,0.01220938,0.01986222,0.001399391],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002721811,0.0002690123,0.0006655683,0.427223,0.003171328,0.0002683578,0.001103087,0.001639723,0.0003955284,0.0100179,0.5106213,0.0419034],"study_design_scores_gemma":[0.01467422,0.0004084339,0.004048605,0.1245377,0.004200843,0.0002841255,0.001676255,0.002471791,0.0007300333,0.03031364,0.8161687,0.0004856153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.001236613,0.003982998,0.02152156,0.00628508,0.003729564,0.2806292,0.6655036,0.007665255,0.009446056],"genre_scores_gemma":[0.002057082,0.001841809,0.06033224,0.00119536,0.0001601239,0.8998756,0.02740831,0.001044712,0.006084732],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9422969,"threshold_uncertainty_score":0.849156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881184130732445,"score_gpt":0.3341724568114822,"score_spread":0.2753606155041577,"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."}}