{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007780765,0.0002476533,0.0005112301,0.0009333818,0.03562361,0.01016618,0.003309552,0.004321533,0.008568836],"category_scores_gemma":[0.01487018,0.0005168644,0.0007771153,0.002134484,0.01458268,0.003719789,0.009487196,0.008175872,0.0005459097],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1499226,"about_ca_system_score_gemma":0.342526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866222,"about_ca_topic_score_gemma":0.9914517,"domain_scores_codex":[0.9796863,0.00539553,0.0004262272,0.000632068,0.002298073,0.01156176],"domain_scores_gemma":[0.9776592,0.00200831,0.0009514875,0.0004313354,0.003311335,0.01563834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005460498,0.0005211067,0.1499865,0.0006090037,0.0001367268,0.003912252,0.3437926,0.001561674,0.001679262,0.1811258,0.14949,0.166639],"study_design_scores_gemma":[0.00008341862,0.0001342492,0.1104413,0.0007635482,0.00005259943,0.0004864631,0.5950267,0.0007267951,0.0003422819,0.01336409,0.2783538,0.0002249051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3870451,0.004304901,0.001116212,0.4496182,0.001425684,0.0001905137,0.0004634603,0.0001009579,0.155735],"genre_scores_gemma":[0.9621114,0.001549326,0.0009089712,0.02114447,0.0000775986,0.00005280982,0.0001221901,0.00004526205,0.01398796],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1499226,"threshold_uncertainty_score":0.9859693,"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."}}