{"id":"W1514754694","doi":"10.1111/j.1471-1842.2005.00559.x","title":"Impact of librarians in first‐year medical and dental student problem‐based learning (PBL) groups: a controlled study","year":2005,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medical education; Problem-based learning; Dental education; TUTOR; Warrant; Test (biology); Psychology; Medicine; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.007008164,0.001156138,0.002018722,0.00142594,0.001844409,0.001270805,0.001624341,0.002062115,0.006063258],"category_scores_gemma":[0.0134784,0.0009118411,0.001346084,0.001041595,0.002081977,0.001170358,0.001282597,0.002067501,0.0006111507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523778,"about_ca_system_score_gemma":0.003278249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231471,"about_ca_topic_score_gemma":0.00351281,"domain_scores_codex":[0.9930744,0.003517782,0.0005844077,0.0007987308,0.001101921,0.0009226227],"domain_scores_gemma":[0.9842817,0.007638777,0.002232146,0.001238169,0.0009865196,0.003622631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2117929,0.686893,0.01483901,0.001763655,0.0005002747,0.0003182652,0.003789626,0.000186813,0.003181508,0.00008957789,0.0006905085,0.0759548],"study_design_scores_gemma":[0.1095014,0.8566473,0.02871205,0.0001114589,0.0003984589,0.00008638847,0.001137154,0.0002127096,0.001942121,0.00005926344,0.001140616,0.00005113512],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956104,0.0004054231,0.0001390242,0.00005990591,0.00005121264,0.003224995,0.00006536362,0.0000202428,0.0004234906],"genre_scores_gemma":[0.98491,0.0009451302,0.001744298,0.0002913986,0.0002802337,0.00983365,0.0002350822,0.00001183861,0.001748303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007008164,"threshold_uncertainty_score":0.03706318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05499577790931938,"score_gpt":0.451817368001442,"score_spread":0.3968215900921226,"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."}}