{"id":"W4409826427","doi":"10.12927/hcpol.2025.27560","title":"From Talking to Action: Changing Healthcare in Provinces and Territories","year":2025,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Action (physics); Health care; Geography; Political science","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":[0.0007059157,0.0001399721,0.0002462882,0.0008703786,0.0007405161,0.0001028484,0.0001699543,0.0002055098,0.00001243972],"category_scores_gemma":[0.0004185591,0.000154306,0.00002388452,0.001860549,0.00009920868,0.0002001755,0.00008522454,0.000293841,0.000006972924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008101807,"about_ca_system_score_gemma":0.001882021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4152072,"about_ca_topic_score_gemma":0.5829002,"domain_scores_codex":[0.9978999,0.000363595,0.0003842305,0.0003845138,0.0002883778,0.0006793459],"domain_scores_gemma":[0.9991047,0.000166767,0.00007977797,0.0001853779,0.0001841298,0.0002792619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002331751,0.0000202814,0.03142245,0.000287967,0.00000580338,0.000005147658,0.07950505,3.300274e-7,0.0000110136,0.4934866,0.00032484,0.3949071],"study_design_scores_gemma":[0.000313816,0.00008192156,0.04617525,0.0008523517,0.000002421704,9.539267e-7,0.168716,0.00001459938,0.00008585695,0.01954271,0.7639284,0.0002858019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2724279,0.001359749,0.00002975876,0.7229134,0.0008080645,0.0004773243,0.00002959622,0.000133665,0.001820507],"genre_scores_gemma":[0.9803432,0.0009197913,0.0002626566,0.0156293,0.00212789,0.00009991218,0.00001086845,0.00001159211,0.0005947605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7636035,"threshold_uncertainty_score":0.6292415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07016743883865739,"score_gpt":0.4597608235729015,"score_spread":0.3895933847342442,"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."}}