{"id":"W4405698506","doi":"10.21203/rs.3.rs-5664169/v1","title":"Prevalence, awareness, treatment-seeking behaviours and its implications in the control of malaria in Dumbu community, Donga-Mantung Division, North West Region, Cameroon","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Malaria; Blood smear; Medicine; Giemsa stain; Quarter (Canadian coin); Demography; Environmental health; Geography; Immunology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006277762,0.0003096245,0.0001898691,0.0009257897,0.0008047459,0.0007134298,0.0003136281,0.0004160124,0.002725567],"category_scores_gemma":[0.002710318,0.0003517824,0.0002095735,0.001371795,0.0005963995,0.0005871176,0.0004008886,0.0006162496,0.000235204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009189638,"about_ca_system_score_gemma":0.0007912627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07623827,"about_ca_topic_score_gemma":0.07193521,"domain_scores_codex":[0.9995203,0.0002170011,0.0000359914,0.0000518937,0.00003134003,0.0001434563],"domain_scores_gemma":[0.9993475,0.0002058317,0.0002263318,0.00001669383,0.00007632498,0.0001272852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009568841,0.0001172189,0.9949397,0.00002596482,0.00001355016,0.0001461287,0.001841411,0.00003073936,0.000209175,0.00006358498,0.0001702565,0.00234662],"study_design_scores_gemma":[0.000003287458,0.00007984913,0.9958961,0.00002055637,0.00001231036,0.0001015095,0.003536018,0.0001329722,0.00004135118,0.0000277285,0.0001433236,0.000005019979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990512,0.000214565,0.00002426331,0.0001055624,0.000005369137,0.000007820919,0.0002257993,0.000001197274,0.0003642227],"genre_scores_gemma":[0.999545,0.0001446402,0.00003522035,0.00001498402,0.000005076886,0.000007981246,0.00005579122,5.485903e-7,0.0001906336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07623827,"threshold_uncertainty_score":0.151589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08645846612225007,"score_gpt":0.4022492650405611,"score_spread":0.315790798918311,"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."}}