{"id":"W4413539258","doi":"10.64628/aam.grcas6tdu","title":"Heart health is dependent on knowledge: Global study reveals what information cardiac patients need to thrive","year":2024,"lang":"en","type":"article","venue":"","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Failure to thrive; Health information; Medicine; Psychology; Political science; Internal medicine; Health care; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002443813,0.0002513293,0.0004846434,0.001285519,0.000817747,0.002043715,0.0005329796,0.0008249073,0.002911996],"category_scores_gemma":[0.01338056,0.0003616828,0.001237265,0.002146606,0.0009926939,0.002203854,0.002239895,0.001750884,0.0004256123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006786861,"about_ca_system_score_gemma":0.001229141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01570589,"about_ca_topic_score_gemma":0.02432212,"domain_scores_codex":[0.9974467,0.001006111,0.0002805567,0.0002620539,0.0004914897,0.0005130951],"domain_scores_gemma":[0.9801795,0.00777141,0.00670333,0.00129514,0.001573986,0.00247647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007114085,0.00005938941,0.9848638,0.0001137478,0.0002961173,0.0000704321,0.001969033,0.00003938716,0.00008678502,0.0002392832,0.001580656,0.01061028],"study_design_scores_gemma":[0.000008226968,0.00004375037,0.9950093,0.0001676244,0.0001334807,0.0001230471,0.002434392,0.00004975219,0.00003347404,0.0002464896,0.001740128,0.0000103345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704815,0.002675888,0.000228491,0.007854762,0.00009339437,0.0000396333,0.003730526,0.00001176193,0.01488404],"genre_scores_gemma":[0.9972374,0.0006632391,0.0001110141,0.001039993,0.00004545587,0.00001081269,0.0005930104,0.000008626431,0.0002903963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570589,"threshold_uncertainty_score":0.03122896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169325050575419,"score_gpt":0.3789294920912339,"score_spread":0.361996987033692,"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."}}