{"id":"W4220888071","doi":"10.18280/ts.390104","title":"Heart Disease Detection Based on Feature Fusion Technique with Augmented Classification Using Deep Learning Technology","year":2022,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artificial intelligence; Computer science; Deep learning; Convolutional neural network; Machine learning; Random forest; Pattern recognition (psychology); Particle swarm optimization; Cluster analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003061596,0.0006204394,0.0006551582,0.00171946,0.0002386154,0.0006665921,0.0006157799,0.000545878,0.002682977],"category_scores_gemma":[0.0007204706,0.0002396005,0.0008452667,0.0009808027,0.0001445019,0.0008208913,0.0008746269,0.0005550922,0.001036834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003841307,"about_ca_system_score_gemma":0.0004257502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368837,"about_ca_topic_score_gemma":0.003423457,"domain_scores_codex":[0.9997278,0.00001655758,0.00002211469,0.00008095623,0.0001025683,0.00004991447],"domain_scores_gemma":[0.9997779,0.00003646341,0.00002736988,0.00004135686,0.00009815142,0.00001873467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004307708,0.0002694309,0.0120949,0.0001800817,0.0001453716,0.0005162308,0.000115904,0.03014318,0.0615723,0.001575984,0.01382333,0.8791324],"study_design_scores_gemma":[0.00003508064,0.0002471196,0.01840327,0.00005051372,0.0001377838,0.0008395807,0.00008315194,0.9062285,0.06007842,0.004068862,0.009746986,0.00008068622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1496989,0.001469739,0.828114,0.0006015898,0.0003358156,0.0001501003,0.0034063,0.009863532,0.00636003],"genre_scores_gemma":[0.742519,0.0009291481,0.24179,0.0003215485,0.000177443,0.0001743147,0.006413314,0.0002000176,0.007475073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003368837,"threshold_uncertainty_score":0.008975446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07784970748837595,"score_gpt":0.3919919600889131,"score_spread":0.3141422526005371,"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."}}