{"id":"W4409077806","doi":"10.1109/teeccon64024.2024.10941411","title":"Exploratory Analysis of Heart Attack and Breast Cancer Early Stage Prediction","year":2024,"lang":"en","type":"article","venue":"","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Stage (stratigraphy); Breast cancer; Computer science; Cancer; Internal medicine; Medicine; Biology","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":[0.001386707,0.0005624592,0.0003421797,0.003233273,0.0001631581,0.0006012417,0.0003921005,0.0003360465,0.003131982],"category_scores_gemma":[0.004580712,0.0001414603,0.0005854275,0.001872959,0.0001098473,0.0003570942,0.0004890343,0.0003061751,0.0008697344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591726,"about_ca_system_score_gemma":0.0003866966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005138968,"about_ca_topic_score_gemma":0.006922298,"domain_scores_codex":[0.9994984,0.000197156,0.00003039298,0.00008062903,0.0001508706,0.00004262687],"domain_scores_gemma":[0.9956799,0.003187381,0.0002989046,0.0002338501,0.0004494157,0.0001505875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00134205,0.0008774609,0.5736413,0.0006471127,0.0003932066,0.002394241,0.0005998047,0.08433349,0.01127392,0.00319492,0.01808938,0.3032131],"study_design_scores_gemma":[0.00003927863,0.0004688113,0.3301627,0.0001163348,0.0001436528,0.001754221,0.0007536479,0.6316147,0.01365355,0.007007401,0.01418689,0.00009887726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8159958,0.001099059,0.1402515,0.001104315,0.00009226877,0.0002685306,0.0260053,0.006762493,0.008420655],"genre_scores_gemma":[0.9084281,0.0003166908,0.07380182,0.00007910387,0.00003879801,0.0001206826,0.01387923,0.0001731527,0.003162476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005138968,"threshold_uncertainty_score":0.01047754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066460246953994,"score_gpt":0.2530344243563756,"score_spread":0.2423698218868356,"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."}}