{"id":"W4404729057","doi":"10.53555/sfs.v11i01.3185","title":"Prevalence of malarial parasites Plasmodium vivax and Plasmodium falciparum in male population of Faisalabad, Pakistan","year":2024,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plasmodium vivax; Plasmodium falciparum; Malaria; Malarial parasites; Biology; Plasmodium (life cycle); Population; Virology; Apicomplexa; Medicine; Parasite hosting; Immunology; Environmental health; World Wide Web; Computer science","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":[0.0001477714,0.0002526939,0.0001866524,0.0005998779,0.0006052603,0.0004147951,0.0001573317,0.0002303795,0.002838206],"category_scores_gemma":[0.0004775799,0.0002199135,0.0001371778,0.0004447406,0.0004294771,0.0003038319,0.0002148046,0.0002213738,0.0003269413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671747,"about_ca_system_score_gemma":0.0003670571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008324639,"about_ca_topic_score_gemma":0.00785227,"domain_scores_codex":[0.9997965,0.00003094767,0.00001782604,0.0000406525,0.00005647012,0.00005760598],"domain_scores_gemma":[0.9997093,0.00005029711,0.0001257081,0.00001090248,0.00003902966,0.00006477819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006159987,0.0001315001,0.9872957,0.00004745393,0.00002222015,0.001449111,0.001533425,0.0000693631,0.001915963,0.00008681616,0.0007731327,0.006613698],"study_design_scores_gemma":[0.000004973376,0.0002449209,0.9937983,0.00001536889,0.000008963841,0.002807843,0.002172806,0.00006416174,0.0001799038,0.00003139307,0.0006642586,0.000007022573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987445,0.00011868,0.00004232738,0.0001203992,0.000005666047,0.00001305782,0.0002277172,0.000004198503,0.0007234014],"genre_scores_gemma":[0.9991356,0.0002423736,0.00006064728,0.0000458153,0.00001237491,0.00000883373,0.0001634289,6.436811e-7,0.0003303544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008324639,"threshold_uncertainty_score":0.01655239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07158326405994908,"score_gpt":0.298529356384292,"score_spread":0.2269460923243429,"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."}}