{"id":"W6904681076","doi":"10.1371/journal.pone.0282467.s003","title":"Variables under study.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confounding; Observational study; MEDLINE; Multivariate analysis; Health care; Multivariate statistics; Cardiac surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.002611256,0.0008827342,0.0009956098,0.002756928,0.001048733,0.001379546,0.001300496,0.001018274,0.09215821],"category_scores_gemma":[0.01697122,0.0002335495,0.001006309,0.005750746,0.0004327336,0.001198477,0.001240824,0.002043659,0.01379189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002196784,"about_ca_system_score_gemma":0.00752966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04417112,"about_ca_topic_score_gemma":0.02280838,"domain_scores_codex":[0.9970668,0.0007799351,0.0005147824,0.0005210043,0.0005642134,0.0005532799],"domain_scores_gemma":[0.993806,0.002129429,0.0016166,0.0004268257,0.001564566,0.0004565677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001154113,0.0003808216,0.5024042,0.006146532,0.0006110609,0.0007491056,0.001949277,0.0003952385,0.0001850106,0.00799464,0.3534745,0.1245556],"study_design_scores_gemma":[0.0002810281,0.0003072855,0.4913698,0.006261604,0.0004870985,0.001149188,0.00693214,0.0006670275,0.0002445658,0.005114214,0.4871019,0.00008418494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.1385045,0.02596455,0.003982751,0.01130681,0.004903981,0.004217659,0.6525103,0.0003739508,0.1582354],"genre_scores_gemma":[0.6081412,0.02270183,0.007773831,0.008040983,0.001531713,0.01792035,0.2326103,0.000363169,0.1009166],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09215821,"threshold_uncertainty_score":0.3082999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2149892806659607,"score_gpt":0.4951678936441449,"score_spread":0.2801786129781842,"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."}}