{"id":"W2072151259","doi":"10.1136/bmj.f6098","title":"Candidate malaria vaccine becomes less effective over time, study shows","year":2013,"lang":"en","type":"article","venue":"BMJ","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaria vaccine; Malaria; Agency (philosophy); Quarter (Canadian coin); Medicine; Environmental health; Virology; Geography; Plasmodium falciparum; Immunology; Sociology; Social science","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":[0.006924429,0.0003002469,0.0005778799,0.0004712128,0.0004768394,0.002082084,0.000490656,0.001642817,0.0185881],"category_scores_gemma":[0.02146467,0.0002278275,0.0006795019,0.0004020379,0.0007546699,0.002030273,0.0004652785,0.001870994,0.00333141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000377,"about_ca_system_score_gemma":0.00120062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003312914,"about_ca_topic_score_gemma":0.004130097,"domain_scores_codex":[0.9976875,0.0007638741,0.0001712067,0.0003400892,0.0008278619,0.0002094203],"domain_scores_gemma":[0.9907258,0.003777449,0.001835935,0.0007078968,0.002417993,0.000535063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006061538,0.001164398,0.06651436,0.003440186,0.001138106,0.0007765312,0.002139892,0.0004962019,0.02810663,0.01332127,0.2578374,0.6190035],"study_design_scores_gemma":[0.00114165,0.01164308,0.166329,0.001034945,0.001011979,0.002468136,0.002603612,0.0007134187,0.01626472,0.008008296,0.7886892,0.00009206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4073682,0.1086091,0.00523342,0.328932,0.0136283,0.0004194955,0.00482522,0.0004659234,0.1305183],"genre_scores_gemma":[0.8046576,0.02594909,0.003357573,0.09348727,0.004972007,0.0003325744,0.002647373,0.0002069025,0.06438959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0185881,"threshold_uncertainty_score":0.06218338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059289161030367,"score_gpt":0.2894831303615877,"score_spread":0.278890238751284,"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."}}