{"id":"W4295782618","doi":"10.1136/heartjnl-2022-321482","title":"Shared decision-making in cardiac care: can we close the gap between good intentions and improved outcomes?","year":2022,"lang":"en","type":"letter","venue":"Heart","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Tobacco control; Civil society; Corporate governance; Government (linguistics); Tobacco industry; Medicine; Small Island Developing States; State (computer science); Public relations; Public health; Business; Political science; Politics; Nursing; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007448924,0.0004710122,0.001070611,0.0004483134,0.002312134,0.00005441134,0.0009953112,0.0009381138,0.0005030205],"category_scores_gemma":[0.001357012,0.0003876076,0.0003051238,0.0005676759,0.0001314077,0.0001231627,0.001860526,0.009026056,0.0000733448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326165,"about_ca_system_score_gemma":0.001274794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002978156,"about_ca_topic_score_gemma":0.002136305,"domain_scores_codex":[0.9918903,0.003970859,0.001504942,0.0008008541,0.0008338334,0.0009992071],"domain_scores_gemma":[0.9877821,0.008501816,0.0005995571,0.002616751,0.0003537116,0.0001460388],"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":[0.0000251557,0.00001763361,0.436394,0.001055656,0.00009248481,0.00001417521,0.0198009,7.935994e-7,0.000003712866,0.0001262089,0.5392455,0.003223763],"study_design_scores_gemma":[0.0005174134,0.00007505836,0.1005388,0.001246014,0.00008050204,0.000001864039,0.01201686,0.00001285109,2.104525e-7,0.001500824,0.8836344,0.0003751428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00577551,0.007454605,0.00000799542,0.9731471,0.003372157,0.005276184,0.003328915,0.0001937413,0.001443825],"genre_scores_gemma":[0.3408578,0.0006555594,0.002146847,0.6404015,0.002445542,0.008579778,0.002765736,0.0003673518,0.001779833],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3443889,"threshold_uncertainty_score":0.9998576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652406193772636,"score_gpt":0.428197623031067,"score_spread":0.2629570036538034,"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."}}