{"id":"W2598390631","doi":"10.18438/b8fp6z","title":"Without Library Resources and Services, the Scholarly Activity of Medical Faculty and Residents Would Register a Code Blue","year":2017,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Medical library; Service (business); Library science; Interlibrary loan; Medical education; Psychology; Medicine; World Wide Web; Computer science; Business","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006548987,0.0003518698,0.0005023769,0.005443368,0.004594614,0.007412989,0.001053686,0.002237631,0.09196945],"category_scores_gemma":[0.05315443,0.0004847578,0.0005745372,0.004265497,0.003709291,0.004833436,0.006797042,0.001468781,0.05405885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003695287,"about_ca_system_score_gemma":0.01662209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00746065,"about_ca_topic_score_gemma":0.01766551,"domain_scores_codex":[0.989763,0.003426389,0.00104613,0.0004732085,0.00429612,0.0009952303],"domain_scores_gemma":[0.944434,0.01381735,0.009134921,0.006349839,0.01723301,0.009030908],"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":[0.0001128886,0.0002428321,0.02478139,0.0008574337,0.00002629226,0.0003151025,0.004722377,0.00008014149,0.001782782,0.01805208,0.6064764,0.3425503],"study_design_scores_gemma":[0.00001858465,0.0001359724,0.02364266,0.0007878524,0.00001829155,0.0005926334,0.006292012,0.0001400337,0.001121552,0.003083998,0.9640868,0.00007960844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1121191,0.006290094,0.007036816,0.1395211,0.008468146,0.001166959,0.004840366,0.001685063,0.7188722],"genre_scores_gemma":[0.3002355,0.007279373,0.01292069,0.04658636,0.003348881,0.0009742373,0.002744635,0.0008312588,0.625079],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.992587,"threshold_uncertainty_score":0.3076684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097412813854633,"score_gpt":0.4563534897991005,"score_spread":0.3466122084136372,"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."}}