{"id":"W4403227824","doi":"10.1016/j.cjca.2024.08.022","title":"EFFECTIVENESS OF DIGITAL HEALTH TOOLS USED POST DISCHARGE FOR ACUTE CORONARY SYNDROME PATIENTS: A SYSTEMATIC REVIEW","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Acute coronary syndrome; Cardiology; Internal medicine; Intensive care medicine; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004394289,0.001098227,0.008426549,0.003681981,0.0005848187,0.002271551,0.001538939,0.002296923,0.003740609],"category_scores_gemma":[0.03332031,0.0009329324,0.01058797,0.00419423,0.0008154534,0.001746347,0.00160587,0.002299093,0.0002091453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002897387,"about_ca_system_score_gemma":0.006189988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497364,"about_ca_topic_score_gemma":0.05002862,"domain_scores_codex":[0.9949399,0.001646722,0.001856218,0.0005144047,0.0008100896,0.0002326488],"domain_scores_gemma":[0.9801395,0.01396425,0.003996661,0.0002752415,0.001223831,0.0004005524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002395383,0.0001244973,0.004957852,0.8784682,0.06729503,0.0001346497,0.0004292962,0.000135307,0.0001880986,0.000134836,0.001584116,0.04415266],"study_design_scores_gemma":[0.003647901,0.00146689,0.0260115,0.5232431,0.4330969,0.0003441218,0.001253711,0.000184368,0.0002389982,0.0003111297,0.01007136,0.000130062],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006003454,0.9928631,0.0000805275,0.0001947306,0.0001314814,0.0001817816,0.0003488387,0.000006621431,0.0001894794],"genre_scores_gemma":[0.09253053,0.9049267,0.0006710323,0.0009564499,0.000125905,0.0003033491,0.0003313416,0.000007097889,0.0001476226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01497364,"threshold_uncertainty_score":0.029773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03121783184292552,"score_gpt":0.2880984172330513,"score_spread":0.2568805853901258,"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."}}