{"id":"W2094821290","doi":"10.1046/j.1365-2532.20.s1.13.x","title":"Facilitating evidence‐based librarianship: a UK experience","year":2003,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Journal club; Club; Commonwealth; Medical library; Library science; Quarter (Canadian coin); The Internet; Medical education; Sociology; Medicine; Political science; Public relations; World Wide Web; History; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005573491,0.0001921612,0.0002973553,0.000510228,0.005179252,0.0004762337,0.0004413797,0.0001628436,0.005431342],"category_scores_gemma":[0.01110285,0.0001588223,0.00007245725,0.001112977,0.0001831092,0.01430085,0.00005116934,0.001497848,0.0008621303],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004446164,"about_ca_system_score_gemma":0.01855131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001345433,"about_ca_topic_score_gemma":0.000009694731,"domain_scores_codex":[0.9934377,0.001929255,0.001961843,0.0001778973,0.001015096,0.001478188],"domain_scores_gemma":[0.9941291,0.002539791,0.001076957,0.0003288947,0.0004575324,0.001467762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002785239,0.00006785483,0.116281,0.002071554,0.00001259228,0.000003558666,0.2966111,0.0003487298,0.0000126487,0.05448316,0.4877692,0.04206001],"study_design_scores_gemma":[0.001059463,0.000435178,0.02607365,0.001347549,0.000002186131,0.0000336896,0.1563233,0.002938686,0.00004441045,0.003644899,0.8078015,0.0002955144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3679444,0.008698419,0.3198611,0.1814493,0.02062349,0.006931458,0.0001171608,0.0008931486,0.09348162],"genre_scores_gemma":[0.8634751,0.0009232012,0.05615718,0.07689919,0.0008463384,0.0004116333,0.00005177664,0.00002454243,0.001211002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4955308,"threshold_uncertainty_score":0.9999158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3286566057182405,"score_gpt":0.4860332339924771,"score_spread":0.1573766282742366,"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."}}