{"id":"W4415791195","doi":"10.1161/circ.152.suppl_3.4362666","title":"Abstract 4362666: Co-Design and Development of a Web-Based Decision Aid to Support Team-Based Shared Decision-Making to Advance Cardiovascular Health: A Mixed Method Study","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Workflow; Delphi method; Risk management; Decision support system; Disease management; Risk factor; Clinical decision support system; Health care; Focus group","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":[0.04719432,0.0007347335,0.0009117984,0.001500031,0.001640796,0.003011154,0.001577325,0.001264108,0.004965528],"category_scores_gemma":[0.05353331,0.0008255458,0.001264462,0.001224863,0.001093567,0.001843504,0.002698888,0.001307136,0.00105105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00229351,"about_ca_system_score_gemma":0.007607878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454853,"about_ca_topic_score_gemma":0.001875947,"domain_scores_codex":[0.9660972,0.02786614,0.00172568,0.001247176,0.002106576,0.0009572455],"domain_scores_gemma":[0.9365523,0.04758112,0.00266639,0.002774091,0.008183366,0.002242658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.005820803,0.027345,0.05466937,0.009486046,0.0006955658,0.001013844,0.2165104,0.004288294,0.01513408,0.004897439,0.008482506,0.6516566],"study_design_scores_gemma":[0.01897877,0.1401774,0.1585481,0.01236646,0.003677762,0.00164989,0.3628815,0.06258222,0.0544205,0.01472833,0.1689564,0.001032704],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172494,0.0004511648,0.04782853,0.0007752503,0.0001050067,0.02730143,0.0006759138,0.0001845327,0.005428837],"genre_scores_gemma":[0.6950074,0.0005839028,0.2378189,0.00107335,0.00005430912,0.06056472,0.0004307948,0.0001735866,0.004292912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04719432,"threshold_uncertainty_score":0.2495904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0361258065407755,"score_gpt":0.3755920787326956,"score_spread":0.3394662721919201,"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."}}