{"id":"W2944155547","doi":"10.7939/r34m91s5v","title":"Developing an Evidence - Informed Pediatric Retrieval System for Alberta","year":2018,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07538589,0.0008518167,0.001190327,0.0110782,0.003060682,0.01071872,0.008541293,0.003729998,0.01543649],"category_scores_gemma":[0.1425323,0.0009229084,0.002934579,0.007381804,0.001318905,0.004110646,0.007762523,0.003938966,0.003925774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03057527,"about_ca_system_score_gemma":0.2135714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2719132,"about_ca_topic_score_gemma":0.4733473,"domain_scores_codex":[0.9610466,0.01558733,0.007884624,0.001708025,0.01237102,0.001402391],"domain_scores_gemma":[0.8539237,0.03407088,0.01019347,0.008558329,0.08252732,0.0107262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004205947,0.0004610861,0.0210984,0.01345766,0.0007919789,0.0007480505,0.001922695,0.003282308,0.0007716329,0.02100994,0.1834852,0.7525504],"study_design_scores_gemma":[0.001046917,0.0006256244,0.03182273,0.08084928,0.001464201,0.0005239865,0.002483518,0.005004921,0.001314356,0.01075227,0.8638572,0.000254893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03433423,0.1133884,0.1282853,0.3343093,0.01283484,0.04320912,0.02546377,0.006083064,0.302092],"genre_scores_gemma":[0.1427395,0.08401508,0.67025,0.04132595,0.002627902,0.0134581,0.02077405,0.0006107361,0.02419859],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7280868,"threshold_uncertainty_score":0.540661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215599660976705,"score_gpt":0.3962611464476249,"score_spread":0.2747011803499545,"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."}}