{"id":"W2139113130","doi":"10.1136/amiajnl-2014-002825","title":"Effects of librarian-provided services in healthcare settings: a systematic review","year":2014,"lang":"en","type":"review","venue":"Journal of the American Medical Informatics Association","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"CINAHL; Health care; Inclusion (mineral); MEDLINE; Cochrane Library; Medicine; Medical education; Health professionals; Grey literature; Intervention (counseling); Nursing; Family medicine; Psychological intervention; Psychology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01962798,0.0002245404,0.00393941,0.0003916692,0.0001980609,0.00002104075,0.00135126,0.0003191243,0.00001604769],"category_scores_gemma":[0.03166838,0.0001188236,0.0004722754,0.001754539,0.00006668548,0.0003161192,0.0001927377,0.002520456,0.00004288278],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543727,"about_ca_system_score_gemma":0.00692469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002728461,"about_ca_topic_score_gemma":0.00004431424,"domain_scores_codex":[0.9844083,0.006246416,0.005962996,0.00008651653,0.002702734,0.0005930656],"domain_scores_gemma":[0.9626771,0.009305005,0.02655057,0.0003499558,0.0006460953,0.0004712454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002661727,0.00002939291,0.0001718604,0.9710571,0.00006752448,7.182521e-7,0.001252341,1.054509e-7,1.332988e-8,0.00002089594,0.008236015,0.01916143],"study_design_scores_gemma":[0.0002047059,0.0001345622,0.0001113805,0.9329911,0.0004363717,0.000007514838,0.0008036573,0.0001533513,6.911516e-8,0.0000520881,0.06500823,0.00009695844],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001394237,0.9870996,0.00003634497,0.0080798,0.001108881,0.003433929,0.000008497102,0.000008463609,0.00008507631],"genre_scores_gemma":[0.00004566695,0.9876244,0.0002080713,0.0115516,0.0003279692,0.0001385571,0.000008696255,0.00001616465,0.0000788676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05677222,"threshold_uncertainty_score":0.9997808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03389525339774858,"score_gpt":0.4627500756711298,"score_spread":0.4288548222733812,"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."}}