{"id":"W1526849153","doi":"10.18438/b8tp6c","title":"Ovid MEDLINE Instruction can be Evaluated Using a Validated Search Assessment Tool","year":2011,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"MEDLINE; Medicine; Graduation (instrument); Cohort; Cohort study; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05822478,0.0007503529,0.001640481,0.01449645,0.0007598339,0.003207776,0.001384509,0.001039027,0.003816959],"category_scores_gemma":[0.3309184,0.0005584208,0.002116319,0.008550372,0.0009563144,0.005497139,0.003093076,0.0007156293,0.001458901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054472,"about_ca_system_score_gemma":0.003230263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615174,"about_ca_topic_score_gemma":0.003668223,"domain_scores_codex":[0.9411331,0.02132917,0.02047418,0.001907068,0.01430879,0.0008476612],"domain_scores_gemma":[0.5326794,0.3353563,0.0837338,0.009138735,0.03641554,0.002676162],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003768314,0.001580848,0.7111289,0.006891823,0.0009864824,0.0001584756,0.004486746,0.0007057162,0.001353818,0.0008238922,0.009930043,0.2581849],"study_design_scores_gemma":[0.0009663584,0.005823495,0.9614324,0.002990804,0.0009149861,0.0006909216,0.003231817,0.004823834,0.003172052,0.001393962,0.01434668,0.000212826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512004,0.008550428,0.008597986,0.001834551,0.0002905666,0.004631555,0.005936419,0.0005788332,0.0183794],"genre_scores_gemma":[0.9535341,0.003229068,0.02912902,0.0008901702,0.0002366456,0.005892623,0.005224501,0.00009473784,0.001769184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9417752,"threshold_uncertainty_score":0.3079258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2539139702939427,"score_gpt":0.5019394519485529,"score_spread":0.2480254816546102,"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."}}