{"id":"W6977363155","doi":"10.6084/m9.figshare.26129810","title":"Additional file 2 of Will a lack of fabric durability be their downfall? Impact of textile durability on the efficacy of three types of dual-active-ingredient long-lasting insecticidal nets: a secondary analysis on malaria prevalence and incidence from a cluster-randomized trial in north-west Tanzania","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Durability; Textile; Textile industry; Production (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007324224,0.0009328479,0.002409675,0.001205583,0.0009357326,0.001552586,0.002578894,0.002054095,0.8315367],"category_scores_gemma":[0.08790584,0.0009513606,0.002330041,0.002159512,0.0005723346,0.002846022,0.001244396,0.001375514,0.05599361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576779,"about_ca_system_score_gemma":0.003432292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006987157,"about_ca_topic_score_gemma":0.01234005,"domain_scores_codex":[0.9965868,0.001179663,0.0007958574,0.0004476064,0.0005541603,0.0004358615],"domain_scores_gemma":[0.9304276,0.05109941,0.009023458,0.003221254,0.004583078,0.001645295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01186888,0.0005814562,0.006948931,0.02361277,0.0007716743,0.0001398511,0.0001798994,0.001202501,0.0001110114,0.002877837,0.9290224,0.02268283],"study_design_scores_gemma":[0.345533,0.007093119,0.1170868,0.02545975,0.003526593,0.0009189522,0.001290101,0.009428662,0.001059308,0.01806923,0.4701346,0.0003998858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001308704,0.00008163802,0.0004133345,0.0005898464,0.00009461446,0.001878206,0.9933031,0.0001637912,0.002166668],"genre_scores_gemma":[0.1460429,0.000868119,0.01681627,0.007822066,0.0008879924,0.1018997,0.6672497,0.001054119,0.05735903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8315367,"threshold_uncertainty_score":0.2402924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348332237344331,"score_gpt":0.2975190308775944,"score_spread":0.2626858071431613,"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."}}