{"id":"W4283697532","doi":"10.9734/bpi/codhr/v1/6393f","title":"Assessing the Clinical Profile of Malaria and It’s Complications in Magadh Zone of Bihar, India","year":2022,"lang":"en","type":"book-chapter","venue":"Book Publisher International (a part of SCIENCEDOMAIN International)","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaria; Medicine; myalgia; Oliguria; Diagnosis of malaria; Physical examination; Plasmodium vivax; Diarrhea; Quinine; Intensive care medicine; Pediatrics; Surgery; Plasmodium falciparum; Immunology; Internal medicine","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":[0.0001929223,0.0002080707,0.000175381,0.0008510225,0.0007052315,0.0006672842,0.0002628025,0.0002511588,0.001266919],"category_scores_gemma":[0.0007761014,0.0001921813,0.0001750737,0.0007419622,0.0003437957,0.0003029107,0.0004585856,0.0004100269,0.0002182146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000448747,"about_ca_system_score_gemma":0.000593473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006629415,"about_ca_topic_score_gemma":0.009332002,"domain_scores_codex":[0.9997398,0.00007123059,0.00003912457,0.00002929015,0.00004720765,0.00007335907],"domain_scores_gemma":[0.9995159,0.00005899314,0.0001914474,0.00002002229,0.00008505931,0.0001285425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001031345,0.0001588348,0.9916808,0.00007377371,0.00002353674,0.001329469,0.0009609787,0.00006030124,0.0008429646,0.00008009694,0.0005019414,0.004184186],"study_design_scores_gemma":[0.000006920277,0.0002973421,0.9929725,0.0000277429,0.00001647185,0.003222113,0.002532571,0.0001059498,0.0001337068,0.00005336044,0.0006214241,0.000009922788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976342,0.0004301821,0.00005632435,0.0002013647,0.00001082743,0.00004136638,0.0001587481,0.000005488415,0.00146163],"genre_scores_gemma":[0.9990838,0.0003313362,0.00008102484,0.00008637233,0.0000158809,0.00001740719,0.0001196741,8.754585e-7,0.0002637048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006629415,"threshold_uncertainty_score":0.01318163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06816808626700674,"score_gpt":0.3789171265604905,"score_spread":0.3107490402934837,"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."}}