{"id":"W4412725352","doi":"10.3390/biom15071038","title":"Emerging Molecular Mechanisms in Malaria Pathogenesis and Novel Therapeutic Approaches: A Focus on P. falciparum Malaria","year":2025,"lang":"en","type":"review","venue":"Biomolecules","topic":"Malaria Research and Control","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Malaria; Plasmodium falciparum; Global health; Immunology; Development economics; Medicine; Political science; Economic growth; Public health; Biology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006472277,0.0007675532,0.002088351,0.001087958,0.00008384478,0.0001020479,0.0003646273,0.00066047,0.00005828018],"category_scores_gemma":[0.0002125561,0.0006076297,0.0005776703,0.0008875989,0.000137468,0.00003763946,0.0002359917,0.0006360866,0.00002643533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584017,"about_ca_system_score_gemma":0.0006775456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007294118,"about_ca_topic_score_gemma":0.00001779664,"domain_scores_codex":[0.9964072,0.000387098,0.0007257978,0.001080524,0.0005804292,0.0008189662],"domain_scores_gemma":[0.9984275,0.0002019646,0.0002000623,0.0008211816,0.00005867956,0.0002906128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000133127,0.0003984082,0.000001762308,0.01090623,0.0005774875,0.0005355989,0.00001930143,3.443339e-7,0.001789652,0.2805694,0.00001539402,0.7050533],"study_design_scores_gemma":[0.02937875,0.00548924,0.0009815627,0.1766821,0.02109111,0.001793291,0.0007525825,0.002545632,0.003905343,0.02503781,0.7239035,0.008439049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003644003,0.9604364,0.03245112,0.002405817,0.0000997849,0.002839404,0.0001190259,0.00006984527,0.001574986],"genre_scores_gemma":[0.003561545,0.9921983,0.001880385,0.0003425983,0.00007677891,0.001106446,0.0001642524,0.0001314776,0.0005382554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7238881,"threshold_uncertainty_score":0.9996375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05467802399395473,"score_gpt":0.3249711640461365,"score_spread":0.2702931400521817,"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."}}