{"id":"W6922187118","doi":"10.11575/prism/34750","title":"New Directions in Health Sciences Libraries in Canada: Research and Evidence based Practice Are Key","year":2017,"lang":"en","type":"other","venue":"University of Calgary","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Centralisation; Government (linguistics); Key (lock); Evidence-based practice; Indigenous; Health care; Field (mathematics); Value (mathematics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0004976453,0.0000548219,0.0001735118,0.0006048937,0.0001070881,0.00001361924,0.0001538353,0.00003693143,0.0002132284],"category_scores_gemma":[0.0008015732,0.00005961041,0.00001016893,0.0002348284,0.0002659065,0.0001627533,0.0001094565,0.0002321136,0.000001925017],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003482594,"about_ca_system_score_gemma":0.008903637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9793203,"about_ca_topic_score_gemma":0.967274,"domain_scores_codex":[0.9989146,0.0001416357,0.00005871715,0.0001900844,0.0004975668,0.0001974147],"domain_scores_gemma":[0.9991217,0.0004213828,0.0001009723,0.0001445642,0.00006081643,0.0001505298],"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":[0.0002047832,0.00007941454,0.040812,0.001490779,0.00002986422,0.0004213535,0.0001391669,0.000008140827,0.000001919561,0.002063197,0.9356443,0.0191051],"study_design_scores_gemma":[0.0005189765,0.0001729212,0.1809981,0.00504118,0.000005645885,9.010946e-7,0.0009622007,0.0001923599,0.000001868721,0.00006016657,0.8119896,0.00005600379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008095771,0.03558961,0.0002855946,0.05702169,0.00009477505,0.001407512,0.0000269635,0.00002538199,0.9047389],"genre_scores_gemma":[0.00509559,0.0200958,0.01563285,0.0004997061,0.00003732441,0.000001093211,0.00002129358,0.00003370613,0.9585826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1401861,"threshold_uncertainty_score":0.9967149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07242698753285988,"score_gpt":0.3357932290192798,"score_spread":0.26336624148642,"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."}}