{"id":"W2735634479","doi":"10.1111/hir.12190","title":"New Directions in Health Sciences Libraries in Canada: Research and Evidence based Practice Are Key","year":2017,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; University of Calgary","funders":"","keywords":"Key (lock); Library science; MEDLINE; Data science; Computer science; Medicine; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.101027,0.0009371315,0.001927431,0.008023629,0.01769359,0.03795028,0.00634174,0.01354085,0.01221569],"category_scores_gemma":[0.1519855,0.001155074,0.002116647,0.01764065,0.02892163,0.02518115,0.01763392,0.01776202,0.001906552],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1426982,"about_ca_system_score_gemma":0.5982481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8223611,"about_ca_topic_score_gemma":0.9321033,"domain_scores_codex":[0.9215244,0.02890484,0.008819896,0.00289713,0.02964403,0.008209757],"domain_scores_gemma":[0.6296303,0.1225777,0.01659219,0.01249581,0.1346589,0.08404505],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002567523,0.0005234096,0.01399244,0.0231005,0.000229337,0.0008306965,0.01986043,0.0009582277,0.0006079921,0.06955591,0.3155435,0.5545409],"study_design_scores_gemma":[0.0001836256,0.0002900513,0.02513829,0.04661174,0.0002879492,0.0006252878,0.09059338,0.0005328417,0.0005635176,0.04337028,0.791403,0.0003999911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00298115,0.1790325,0.001617685,0.7960986,0.005610025,0.000231543,0.0001767895,0.0001254966,0.01412616],"genre_scores_gemma":[0.1784048,0.5071482,0.0321008,0.2641961,0.00521835,0.0006354078,0.0007018391,0.0001840445,0.01141043],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.898973,"threshold_uncertainty_score":0.9943485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3806164892227958,"score_gpt":0.5368076175595312,"score_spread":0.1561911283367354,"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."}}