{"id":"W4226142879","doi":"10.46747/cfp.6712e326","title":"Recommandations rapides","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Humanities; Medicine; Library science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.06035078,0.001258748,0.002355672,0.007715423,0.005304242,0.01112756,0.006042832,0.02089943,0.1159349],"category_scores_gemma":[0.2869883,0.001497199,0.003391072,0.006215255,0.003466723,0.005080172,0.00440089,0.01728006,0.04797388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01282129,"about_ca_system_score_gemma":0.1113143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09067097,"about_ca_topic_score_gemma":0.1334934,"domain_scores_codex":[0.9225808,0.02619059,0.009495816,0.002534546,0.03237381,0.006824422],"domain_scores_gemma":[0.6564445,0.07312918,0.01512262,0.01634866,0.2167294,0.02222547],"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":[0.00006409815,0.00005793343,0.0002792889,0.001400886,0.00002520999,0.0001089896,0.0001945668,0.00004232938,0.00009876354,0.003313014,0.9586287,0.03578608],"study_design_scores_gemma":[0.00008640199,0.00003456896,0.0007780683,0.0036716,0.00003884032,0.0001263598,0.0001384542,0.00003545062,0.000109866,0.001077782,0.9938724,0.00003024019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001168707,0.03278261,0.005610215,0.5101516,0.08721136,0.006439996,0.02712488,0.002424705,0.3270859],"genre_scores_gemma":[0.02129713,0.07313666,0.06091727,0.4328326,0.04672886,0.02506912,0.05847955,0.001690321,0.2798484],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1159349,"threshold_uncertainty_score":0.387841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1841954521350909,"score_gpt":0.4163551091430552,"score_spread":0.2321596570079643,"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."}}