{"id":"W6941998250","doi":"10.1371/journal.pone.0294052.s003","title":"Quality assessment of articles using Newcastle—Ottawa quality assessment Scale (NOS): (Adapted for cross-sectional and cohort studies).","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality assessment; Cohort; Risk assessment; Scale (ratio); Quality (philosophy); Cohort study","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":[0.1499691,0.001508627,0.00716883,0.01672881,0.001561065,0.004622876,0.003404325,0.001669834,0.02545293],"category_scores_gemma":[0.4029798,0.0011188,0.01308212,0.01862444,0.002450595,0.004914132,0.003350334,0.002452406,0.002720672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007426095,"about_ca_system_score_gemma":0.01642361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363735,"about_ca_topic_score_gemma":0.02472327,"domain_scores_codex":[0.7697545,0.04274976,0.1488315,0.006608075,0.03049581,0.001560322],"domain_scores_gemma":[0.5403712,0.188213,0.1017589,0.02390957,0.1432175,0.002529852],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003355959,0.0001864918,0.03481308,0.538624,0.02106374,0.0002230786,0.004068111,0.001034546,0.002156864,0.004655999,0.2383639,0.1514543],"study_design_scores_gemma":[0.00565739,0.001022814,0.1722257,0.2606236,0.02939063,0.0005132373,0.002892456,0.003410195,0.003874743,0.01277226,0.5064674,0.001149638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.02746783,0.1123425,0.06569373,0.01595428,0.006230156,0.2453194,0.491584,0.00353178,0.03187636],"genre_scores_gemma":[0.1454615,0.03924426,0.1915065,0.004463064,0.001345814,0.4831763,0.1196789,0.001356613,0.0137671],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8500309,"threshold_uncertainty_score":0.7931218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2945725103219675,"score_gpt":0.444274723041585,"score_spread":0.1497022127196175,"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."}}