{"id":"W4365791955","doi":"10.1007/978-3-031-17650-0_31","title":"Person-Centered Cardiology","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Surrey Memorial Hospital; University of British Columbia","funders":"","keywords":"Medicine; Multidisciplinary approach; Randomized controlled trial; Cardiology; Myocardial infarction; Internal medicine","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":[0.0005055958,0.0006108275,0.0004342781,0.0006588585,0.001048994,0.002812424,0.0006479878,0.002006361,0.09118129],"category_scores_gemma":[0.001114111,0.0002952179,0.0003620429,0.0005120663,0.0008416513,0.001761259,0.002156377,0.003737779,0.04554951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009440419,"about_ca_system_score_gemma":0.00142007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869998,"about_ca_topic_score_gemma":0.00710745,"domain_scores_codex":[0.9996991,0.00008140589,0.000008703498,0.00004468517,0.000130798,0.00003531943],"domain_scores_gemma":[0.9996558,0.0001332077,0.00001389971,0.00003675382,0.00006310355,0.00009704642],"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":[0.000005829336,0.00004330279,0.00007639771,0.0000723241,0.000004366354,0.0001195815,0.000390531,0.0001902,0.0001521676,0.09371187,0.766302,0.1389315],"study_design_scores_gemma":[0.000002147217,0.000007391262,0.0001391281,0.0001275628,0.000002060789,0.0003254648,0.00007664546,0.000107694,0.00003022679,0.01652736,0.9826507,0.000003557857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003572332,0.01346692,0.009862297,0.007833674,0.005250993,0.00003506609,0.00009008075,0.000324773,0.962779],"genre_scores_gemma":[0.004406438,0.008715241,0.003101882,0.009061513,0.002201874,0.0000481274,0.0001039385,0.0001800242,0.9721809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09118129,"threshold_uncertainty_score":0.3050318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154944483703206,"score_gpt":0.3436937620453436,"score_spread":0.228199313675023,"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."}}