{"id":"W1502877337","doi":"10.18438/b8rg8f","title":"Do Clinical Librarians Matter? The First Randomized Controlled Trial in Librarianship","year":2007,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Intervention (counseling); Health care; Family medicine; Clinical trial; Medical education; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03438447,0.0001666103,0.0006351299,0.0003857977,0.0009657965,0.000435464,0.0004608663,0.0002600031,0.002173747],"category_scores_gemma":[0.03258646,0.00009833887,0.0001348389,0.0009356876,0.0002871901,0.140899,0.0001293421,0.001315836,0.0006722397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002572162,"about_ca_system_score_gemma":0.002353264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000487863,"about_ca_topic_score_gemma":0.000001302387,"domain_scores_codex":[0.9902734,0.005587984,0.002696205,0.0002334285,0.0005595319,0.000649432],"domain_scores_gemma":[0.8945317,0.1034,0.001175353,0.0004201325,0.00009081497,0.0003819733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8964707,0.0000918488,0.01236952,0.0001533407,0.00001469349,0.000002400004,0.001758309,0.000008939262,1.174649e-7,0.05113875,0.03607458,0.001916843],"study_design_scores_gemma":[0.5222942,0.0001956611,0.02803242,0.0004595038,0.00002508042,0.000002141462,0.004578815,0.001847164,0.00000202667,0.0004637048,0.441966,0.0001332946],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05278702,0.001063343,0.004104072,0.8238465,0.003793194,0.01520993,0.000005323431,0.0001541357,0.09903643],"genre_scores_gemma":[0.4754493,0.004452573,0.002705267,0.5119609,0.001912241,0.001872696,0.00004368968,0.00002171391,0.001581675],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4226622,"threshold_uncertainty_score":0.9987384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09951597590016704,"score_gpt":0.4623874087921147,"score_spread":0.3628714328919476,"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."}}