{"id":"W4413517506","doi":"10.64628/aam.ckm4ajq3n","title":"Genetically modifying mosquitoes to control the spread of disease carries unknown risks","year":2019,"lang":"en","type":"article","venue":"","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Disease; Control (management); Disease control; Biology; Virology; Risk analysis (engineering); Computer science; Business; Medicine; Artificial intelligence; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003569116,0.0004075836,0.0002533017,0.0001723006,0.000137953,0.0005925247,0.0003119605,0.0005732523,0.001697831],"category_scores_gemma":[0.000534647,0.0001061251,0.0002503411,0.00009689516,0.0004613782,0.0004651069,0.0002123789,0.0007736712,0.0002284542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788197,"about_ca_system_score_gemma":0.0001919938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004705675,"about_ca_topic_score_gemma":0.000823802,"domain_scores_codex":[0.9997894,0.00006546762,0.00001380228,0.00004058078,0.00005826449,0.00003248519],"domain_scores_gemma":[0.9997674,0.00007153959,0.00007671317,0.00003682164,0.000025735,0.0000217661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000318303,0.0002544414,0.006226807,0.0003700399,0.0001325481,0.0004275897,0.0001539323,0.0009038991,0.916684,0.009901521,0.001272348,0.06335455],"study_design_scores_gemma":[0.000311822,0.007755995,0.08165798,0.000480407,0.001174587,0.007614632,0.0009802724,0.007407777,0.7739615,0.01567309,0.1028589,0.0001229657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9115967,0.02173703,0.0360579,0.006968042,0.0006991359,0.0001851668,0.0006317326,0.0003093193,0.021815],"genre_scores_gemma":[0.9743062,0.008600198,0.01135142,0.0007512719,0.0001189234,0.00003769245,0.0001948223,0.00002392054,0.004615502],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.001697831,"threshold_uncertainty_score":0.005679846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752758457732511,"score_gpt":0.2914752570757715,"score_spread":0.2739476724984464,"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."}}