{"id":"W4403123880","doi":"10.1109/nmitcon62075.2024.10699300","title":"Malaria Cell Detection using Advanced SVM Techniques","year":2024,"lang":"en","type":"article","venue":"","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Malaria; Support vector machine; Computer science; Artificial intelligence; Biology; Immunology","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":[0.0006142933,0.0006057494,0.0006384298,0.001203455,0.0002363216,0.0007186934,0.000594589,0.0006462529,0.001828775],"category_scores_gemma":[0.00137268,0.0002256277,0.0005895509,0.0008621875,0.0001805802,0.000809919,0.000446489,0.000746816,0.00120929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002827179,"about_ca_system_score_gemma":0.0003291502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346653,"about_ca_topic_score_gemma":0.001174121,"domain_scores_codex":[0.9995857,0.00007199249,0.00003637448,0.00007315453,0.0001740911,0.00005874775],"domain_scores_gemma":[0.9993442,0.0001660773,0.00006991618,0.00005025976,0.0003403139,0.00002914651],"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":[0.0002724471,0.0001897523,0.005389023,0.0001758309,0.00007770571,0.0002026818,0.0001057771,0.05208301,0.07319752,0.004129604,0.007728729,0.8564479],"study_design_scores_gemma":[0.00001014089,0.00007827231,0.002442815,0.00001528158,0.00001442644,0.0001830614,0.00003041859,0.9760073,0.01580646,0.001895547,0.003500637,0.00001561976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05704302,0.001102432,0.9365338,0.000296983,0.0001794146,0.00007028441,0.0002419872,0.001818597,0.002713462],"genre_scores_gemma":[0.5414767,0.00115815,0.4494522,0.0001979827,0.0001607784,0.00009216461,0.0009953763,0.00009988052,0.006366737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001828775,"threshold_uncertainty_score":0.00611794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009456821816206903,"score_gpt":0.2517078797695482,"score_spread":0.2422510579533413,"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."}}