{"id":"W6885955232","doi":"10.1371/journal.pone.0297985.s010","title":"Newcastle-Ottawa scale scores for non-randomized controlled studies.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Measure (data warehouse); Calibration; Noise (video)","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":[0.01553804,0.0001354531,0.0008148069,0.0001061995,0.0003987298,0.00009281075,0.0002105965,0.0001586858,0.04103358],"category_scores_gemma":[0.1684602,0.00009888432,0.0004692551,0.0002423453,0.0001381405,0.0001344065,0.00004222934,0.000128066,0.0009648735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004656207,"about_ca_system_score_gemma":0.0003349302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005267658,"about_ca_topic_score_gemma":0.0006874807,"domain_scores_codex":[0.9934414,0.005451993,0.0003014188,0.0002780065,0.0001963041,0.0003308899],"domain_scores_gemma":[0.9083127,0.09116429,0.00007260013,0.0001287838,0.000233013,0.00008857065],"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":[0.1043002,0.00001909678,0.000009856149,0.0001405,0.000413872,0.00002084877,0.009800944,0.00000278967,0.00002714215,0.0004226757,0.8822603,0.002581809],"study_design_scores_gemma":[0.1422033,0.00008736417,0.0003306401,0.002115273,0.0002369612,0.000003271958,0.004035569,0.0008054347,0.0003715967,0.004156455,0.8451951,0.0004589587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0571789,0.1755647,0.00148951,0.02971291,0.02273267,0.04601428,0.4768425,0.004041013,0.1864235],"genre_scores_gemma":[0.7289514,0.0009131499,0.01120742,0.004266969,0.01004303,0.03679023,0.03303702,0.0002560747,0.1745347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6717725,"threshold_uncertainty_score":0.999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3285398766246923,"score_gpt":0.4932247786015223,"score_spread":0.16468490197683,"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."}}