{"id":"W1637487477","doi":"","title":"Health Advocacy in Canada: Past, Present and Future","year":2015,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Political science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005044581,0.0001361715,0.0005838199,0.0001595574,0.0002401413,0.000002403889,0.0002366144,0.0001529937,0.0006373116],"category_scores_gemma":[0.001057604,0.0000875031,0.00001991467,0.0002600262,0.0001546031,0.00008010663,0.0000768424,0.001556264,0.000005034195],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125662,"about_ca_system_score_gemma":0.03835739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9041818,"about_ca_topic_score_gemma":0.4870911,"domain_scores_codex":[0.9954928,0.0007427709,0.001287472,0.000151791,0.001587299,0.0007378881],"domain_scores_gemma":[0.9960049,0.0003226876,0.0005061553,0.0001433457,0.0003227071,0.002700163],"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":[0.00002824133,0.00003140169,0.03921015,0.0001613001,0.000007928594,0.00001453508,0.01358004,0.00000122012,2.307334e-7,0.0001224378,0.8581059,0.08873659],"study_design_scores_gemma":[0.002966899,0.0001868874,0.1802451,0.0006571219,0.000004317822,0.00009951806,0.06236829,0.0001405102,9.614086e-8,0.0002329287,0.7530396,0.00005867349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1432289,0.001946838,0.000065709,0.8491232,0.003172362,0.0002701455,0.000008462835,0.000008083976,0.002176315],"genre_scores_gemma":[0.7170087,0.007522619,0.0009645369,0.1605035,0.1118051,0.00007287388,0.0001855055,0.00006965948,0.001867509],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6886197,"threshold_uncertainty_score":0.9670942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08900164792738875,"score_gpt":0.4707768942615889,"score_spread":0.3817752463342001,"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."}}