{"id":"W1976898658","doi":"10.1371/journal.pone.0111772","title":"Strong Agreement of Nationally Recommended Retention Measures from the Institute of Medicine and Department of Health and Human Services","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; National Eye Institute; National Institute of Mental Health; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research; National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Government of Alberta; Agency for Healthcare Research and Quality; National Center for Advancing Translational Sciences; Health Resources and Services Administration; National Institute on Drug Abuse; U.S. Public Health Service; National Institute on Minority Health and Health Disparities; National Center for Research Resources; Centers for Disease Control and Prevention","keywords":"Medicine; Human services; Cohort; Logistic regression; Population; Cohort study; Family medicine; Demography; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09369098,0.0004157913,0.0009372847,0.003428664,0.001106501,0.001902736,0.001957759,0.0009081613,0.001037768],"category_scores_gemma":[0.1556895,0.0003436612,0.001232771,0.003295012,0.0009896783,0.001852668,0.004639478,0.001331568,0.0002912301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002482135,"about_ca_system_score_gemma":0.004360109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037859,"about_ca_topic_score_gemma":0.01454764,"domain_scores_codex":[0.931164,0.03523486,0.009864377,0.005417639,0.01531775,0.003001209],"domain_scores_gemma":[0.8180298,0.07639208,0.04020813,0.01652916,0.04563538,0.003205495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002412729,0.0001475518,0.9499198,0.0003728897,0.0003861046,0.00001688732,0.002019416,0.0008974214,0.0002304573,0.001099265,0.00440223,0.0402668],"study_design_scores_gemma":[0.00003797996,0.0004535069,0.9850823,0.0004837082,0.0001250547,0.00007414652,0.002156322,0.003425847,0.0008327122,0.001021233,0.006254294,0.00005306432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107064,0.002621021,0.04421835,0.003318132,0.0005238119,0.001501287,0.007883956,0.0005247464,0.02870236],"genre_scores_gemma":[0.9832315,0.0001594618,0.0129046,0.0003755387,0.00006598566,0.0005075648,0.002345608,0.0000346304,0.0003750256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09369098,"threshold_uncertainty_score":0.4954911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131258371196623,"score_gpt":0.3462779004643592,"score_spread":0.2150195292677362,"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."}}