{"id":"W4414391812","doi":"10.5694/mja2.70065","title":"From words to action: time for Australia to take shared decision making implementation seriously","year":2025,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Cornerstone; General partnership; Health care; Shared care; Patient participation; Commission; Decision-making; Sustainability; Health policy; Process (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.1308993,0.00177362,0.002768916,0.002207735,0.01662988,0.02893985,0.008037125,0.02539558,0.03839061],"category_scores_gemma":[0.2131116,0.002525268,0.003324611,0.00163893,0.02246459,0.04475085,0.04811911,0.05439945,0.01137504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02586121,"about_ca_system_score_gemma":0.160602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02556841,"about_ca_topic_score_gemma":0.0368559,"domain_scores_codex":[0.8619058,0.09302338,0.007198436,0.005109043,0.0197759,0.01298745],"domain_scores_gemma":[0.7338606,0.0944061,0.009475253,0.01350631,0.03868763,0.1100641],"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":[0.0003159258,0.0007692226,0.001833442,0.002859244,0.0001562738,0.001424193,0.07559397,0.0009838945,0.001558122,0.09403647,0.5161784,0.3042908],"study_design_scores_gemma":[0.0001366186,0.0004360747,0.002534639,0.005834414,0.00004765801,0.0003858413,0.04000927,0.001241742,0.0006252254,0.1398261,0.8086888,0.0002336149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004572549,0.007473044,0.01736028,0.938498,0.01422482,0.0007127139,0.00008436808,0.0004653677,0.01660889],"genre_scores_gemma":[0.2023963,0.01908353,0.1522795,0.5697734,0.005777274,0.004614306,0.0005161283,0.001395599,0.04416388],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1308993,"threshold_uncertainty_score":0.69227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3266058780562474,"score_gpt":0.5712467817504681,"score_spread":0.2446409036942207,"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."}}