{"id":"W6923411768","doi":"10.1371/journal.pone.0293382.s003","title":"Quality appraisal of longitudinal studies using Newcastle Ottawa Scale.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Longitudinal study; Government (linguistics); Critical appraisal; Data collection","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002242045,0.0001392712,0.000334495,0.000128615,0.0001007285,0.0001851327,0.0004795196,0.00005916938,0.06431279],"category_scores_gemma":[0.01369406,0.00009477042,0.0002078581,0.0006597961,0.00003904009,0.000368634,0.0002396826,0.0001363544,0.001718911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000575638,"about_ca_system_score_gemma":0.0000993096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001393505,"about_ca_topic_score_gemma":0.00005033993,"domain_scores_codex":[0.9965228,0.0002217192,0.0007920268,0.0004901693,0.001763205,0.0002100184],"domain_scores_gemma":[0.9961694,0.002410978,0.0001752105,0.0005116987,0.0006606306,0.00007206966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001971536,0.0001252019,0.01343778,0.0009557956,0.0001149486,0.0000191697,0.001187556,0.0008198752,0.001231545,0.0002635919,0.9466826,0.03514225],"study_design_scores_gemma":[0.0004033731,0.0001966559,0.08268202,0.005290664,0.00005077483,0.00001774274,0.003653423,0.005525275,0.006291091,0.01057745,0.884666,0.0006455635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5961129,0.07484098,0.0009996052,0.003128983,0.006719648,0.001933268,0.2747779,0.0005824681,0.04090428],"genre_scores_gemma":[0.9977767,0.000008872743,0.0006811242,0.00004362407,0.0002661425,0.0000278024,0.0006935449,0.0000112711,0.0004909378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4016638,"threshold_uncertainty_score":0.9990584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6543883855328971,"score_gpt":0.5442819466279222,"score_spread":0.110106438904975,"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."}}