{"id":"W4394547779","doi":"10.6084/m9.figshare.19387956","title":"Additional file 1 of Durability of three types of dual active ingredient long-lasting insecticidal net compared to a pyrethroid-only LLIN in Tanzania: methodology for a prospective cohort study nested in a cluster randomized controlled trial","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Tanzania; Pyrethroid; Toxicology; Durability; Ingredient; Active ingredient; Medicine; Computer science; Biology; Pharmacology; Food science; Economics; Database; Pesticide; Socioeconomics; Ecology","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":[0.002410489,0.0009624276,0.001385894,0.0008619599,0.000625733,0.0009823593,0.001570614,0.001229745,0.5353203],"category_scores_gemma":[0.02041068,0.0006175802,0.001352827,0.001824543,0.0002540641,0.001068864,0.0007014902,0.001190118,0.0285423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193843,"about_ca_system_score_gemma":0.001942979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015873,"about_ca_topic_score_gemma":0.01737435,"domain_scores_codex":[0.9990606,0.0002960962,0.0002006849,0.0002035445,0.0001210167,0.0001181412],"domain_scores_gemma":[0.9898757,0.006573719,0.001467751,0.0005815816,0.001188553,0.0003127063],"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":[0.003811032,0.0003173792,0.006865849,0.01233806,0.0005191204,0.00006616994,0.00009864229,0.0009280519,0.0001316654,0.001271219,0.963728,0.009924752],"study_design_scores_gemma":[0.1355592,0.003526342,0.1547091,0.0183022,0.003761103,0.000541439,0.0008582841,0.005419781,0.001221259,0.01299022,0.6628238,0.0002873105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007449733,0.00006421979,0.0001795102,0.0001050755,0.00001928287,0.0005334053,0.9976417,0.00004935218,0.0006625617],"genre_scores_gemma":[0.04657039,0.0004891997,0.00655112,0.00105352,0.0001342976,0.04231567,0.8849502,0.0003565167,0.0175791],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5353203,"threshold_uncertainty_score":0.6628091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721892770386885,"score_gpt":0.3360396751294181,"score_spread":0.2988207474255493,"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."}}