{"id":"W2912104422","doi":"10.1002/jia2.25231","title":"Response to Questionable assumptions mar modelling of Kenya home‐based testing campaigns ‐ a comment on “Optimal timing of <scp>HIV</scp> home‐based counselling and testing rounds in Western Kenya” (Olney et al. 2018)","year":2019,"lang":"en","type":"letter","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Medical Research Council","keywords":"Outreach; Medicine; Test (biology); Population; Human immunodeficiency virus (HIV); Family medicine; Medical education; Environmental health; Economic growth","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":[0.03791309,0.00165723,0.001587034,0.0009927744,0.004412482,0.005361612,0.007262234,0.02723743,0.02396552],"category_scores_gemma":[0.2965655,0.00137798,0.002760615,0.001437846,0.005697975,0.006806545,0.00634104,0.04399794,0.0105593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009759998,"about_ca_system_score_gemma":0.01255747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03244227,"about_ca_topic_score_gemma":0.02037497,"domain_scores_codex":[0.9751776,0.01566302,0.001718272,0.002184342,0.004277406,0.0009792421],"domain_scores_gemma":[0.729804,0.2027871,0.008635347,0.007344968,0.04723863,0.00418987],"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":[0.00005587173,0.0000125845,0.000205841,0.000186423,0.00002631217,0.0001725378,0.001028282,0.001010693,0.00007605551,0.005282086,0.9889511,0.002992276],"study_design_scores_gemma":[0.0001049942,0.00005843017,0.0005594362,0.001759633,0.00007343365,0.0002790066,0.002019316,0.003944295,0.0004929762,0.03938037,0.9510838,0.0002443017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000430393,0.001211917,0.003079775,0.9641147,0.02837025,0.00004559334,0.0006582981,0.0002070268,0.001882141],"genre_scores_gemma":[0.02745641,0.002445122,0.006989198,0.9150452,0.03520408,0.0004755855,0.0005326958,0.001093513,0.01075824],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03791309,"threshold_uncertainty_score":0.200506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08531149706483841,"score_gpt":0.3357762531444701,"score_spread":0.2504647560796317,"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."}}