{"id":"W7097255420","doi":"","title":"RESEARCH Open Access Association of candidate g","year":2015,"lang":"en","type":"article","venue":"","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaria; Epidemiology; Quarter (Canadian coin); Plasmodium falciparum; Asymptomatic; Genetic epidemiology","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":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001303876,0.0007173903,0.0008291886,0.001255705,0.001063183,0.001850017,0.001294306,0.002876165,0.4003333],"category_scores_gemma":[0.007917151,0.0002716087,0.0007844936,0.001360419,0.0004915016,0.001018501,0.0009569082,0.00167159,0.1463957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465158,"about_ca_system_score_gemma":0.001387185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026339,"about_ca_topic_score_gemma":0.001887038,"domain_scores_codex":[0.9983442,0.00040401,0.0001099719,0.0005576064,0.0002615144,0.0003227175],"domain_scores_gemma":[0.9970161,0.0008014175,0.0004460447,0.0004761748,0.0006532772,0.000607016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001184735,0.0002861524,0.0513938,0.001097241,0.0003729853,0.002658298,0.0002074929,0.0002522357,0.001760122,0.01435824,0.6943921,0.2320365],"study_design_scores_gemma":[0.0004965539,0.0003123858,0.05047854,0.001130686,0.0002098119,0.006540915,0.000328524,0.001186224,0.0005267662,0.01091714,0.9278092,0.00006327863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07067542,0.03003588,0.01609475,0.05711944,0.03123604,0.001026921,0.1257403,0.002714164,0.665357],"genre_scores_gemma":[0.290847,0.01115841,0.005913701,0.01257461,0.01034017,0.001021415,0.04989533,0.0009516227,0.6172976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9987057,"threshold_uncertainty_score":0.8553517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1940323023727449,"score_gpt":0.5169259203455314,"score_spread":0.3228936179727865,"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."}}