{"id":"W2605130112","doi":"10.5195/jmla.2017.201","title":"Evaluation of hospital staff’s perceived quality of librarian-mediated literature searching services","year":2017,"lang":"en","type":"article","venue":"Journal of the Medical Library Association JMLA","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Queen's University","funders":"Canadian Health Libraries Association; Medical Library Association","keywords":"Health care; Psychology; Medical education; Quality (philosophy); Coding (social sciences); MEDLINE; Nursing; Medicine; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.06262307,0.0003182798,0.0007743502,0.003551824,0.00123456,0.004174542,0.001558704,0.0007115117,0.002689633],"category_scores_gemma":[0.2075466,0.0004057383,0.0006506221,0.004045389,0.001304338,0.001729359,0.003178477,0.0006426001,0.0005763359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006772826,"about_ca_system_score_gemma":0.01285052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441525,"about_ca_topic_score_gemma":0.01775099,"domain_scores_codex":[0.9034222,0.0496867,0.01756417,0.001833536,0.02400201,0.003491496],"domain_scores_gemma":[0.6767575,0.1322594,0.08244316,0.008988197,0.08600817,0.01354357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001155185,0.000650424,0.8360867,0.0019313,0.000380945,0.0001975393,0.01825044,0.0003849827,0.0009695958,0.0001302525,0.002411686,0.137451],"study_design_scores_gemma":[0.0001584286,0.004912884,0.9313638,0.001064882,0.0002681934,0.0005307119,0.05064702,0.001358896,0.001999079,0.0001089153,0.00744528,0.0001418557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923527,0.001093509,0.000735261,0.001526836,0.00002714255,0.0003275667,0.0004881862,0.0001015081,0.003347406],"genre_scores_gemma":[0.9964942,0.0005440587,0.001897396,0.0002952036,0.00002515925,0.0001487096,0.0002590021,0.00001233843,0.0003238391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9958255,"threshold_uncertainty_score":0.3311864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09840466505420649,"score_gpt":0.4866281559171341,"score_spread":0.3882234908629276,"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."}}