{"id":"W1580273645","doi":"10.1111/jebm.12169","title":"Evidence‐informed health policy making in Canada: past, present, and future","year":2015,"lang":"en","type":"article","venue":"Journal of Evidence-Based Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Western University of Health Sciences","keywords":"Psychological intervention; Political science; Evidence-based policy; Health policy; Policy making; Field (mathematics); Public relations; Public administration; Health care; Medicine; Alternative medicine; Nursing; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"commentary","about_ca_system":true,"about_ca_topic":true,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005621934,0.0002350623,0.001021276,0.0006759882,0.0002338618,0.000007160907,0.0003467391,0.0001346909,0.0001696899],"category_scores_gemma":[0.003486924,0.0001417063,0.00005598406,0.0007093539,0.00009382828,0.0006972712,0.00008263863,0.001293601,0.000004476995],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009044662,"about_ca_system_score_gemma":0.1334587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6435193,"about_ca_topic_score_gemma":0.5906332,"domain_scores_codex":[0.9947683,0.0009029408,0.002027759,0.000196931,0.001277924,0.0008261188],"domain_scores_gemma":[0.9923279,0.003907398,0.001660134,0.000306519,0.0007659586,0.001032087],"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":[0.0007759854,0.00001682894,0.2875654,0.001396401,0.00001903833,0.0001609852,0.003550831,0.00002664571,0.000006091592,0.0001291157,0.6571943,0.04915842],"study_design_scores_gemma":[0.004382668,0.001428595,0.3343969,0.02321069,0.00004341017,0.00007877118,0.01237954,0.00007417398,0.000002620944,0.0003224204,0.6234801,0.0002000334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01639821,0.0538028,0.0001016207,0.9258862,0.002239015,0.0006108112,0.000004268966,0.00001279467,0.0009443165],"genre_scores_gemma":[0.6210001,0.02718788,0.001285068,0.3132677,0.03665413,0.00003451965,0.000004424988,0.00004707239,0.0005191675],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6126185,"threshold_uncertainty_score":0.9947594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3298856697761844,"score_gpt":0.5201995464452814,"score_spread":0.190313876669097,"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."}}