{"id":"W7112632308","doi":"","title":"Research-Based Implications for Policy and Practice: Outcomes from EDUsummIT 2019 (Quebec)","year":2020,"lang":"nl","type":"article","venue":"VUBIR (Vrije Universiteit Brussel)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public policy; Perspective (graphical); Work (physics); Agency (philosophy)","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":[0.007627848,0.0003487474,0.0005306021,0.001173678,0.003681534,0.005825337,0.001663565,0.002485073,0.01750665],"category_scores_gemma":[0.02301659,0.000302818,0.0009189415,0.00352546,0.00122921,0.001744096,0.003664212,0.002377189,0.001685692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09849758,"about_ca_system_score_gemma":0.2321168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915363,"about_ca_topic_score_gemma":0.9951509,"domain_scores_codex":[0.993687,0.001099898,0.000279846,0.0002279932,0.00260375,0.002101514],"domain_scores_gemma":[0.9799724,0.002043491,0.001937581,0.0005419779,0.008941694,0.006562838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00278983,0.001683793,0.5175646,0.001253779,0.0004283473,0.0003599396,0.003739125,0.001793924,0.0004817106,0.007525659,0.3188604,0.143519],"study_design_scores_gemma":[0.0004404885,0.0003201549,0.9315495,0.0008304741,0.0001975262,0.00004687324,0.007796201,0.001043587,0.0004839919,0.0005790516,0.05662851,0.00008355388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6240748,0.006303544,0.001060301,0.1378673,0.001130515,0.001911121,0.1299361,0.000333562,0.09738262],"genre_scores_gemma":[0.8971959,0.002547954,0.002034253,0.01329015,0.0001340284,0.001208109,0.02567077,0.00008145341,0.0578373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09849758,"threshold_uncertainty_score":0.7146534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.608424542025354,"score_gpt":0.6426836072854256,"score_spread":0.03425906526007161,"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."}}