{"id":"W6958366183","doi":"10.6084/m9.figshare.27308476","title":"Additional file 4 of Whole genome sequencing of M. tuberculosis for disease control in high-burden settings: study protocol for a cluster randomized controlled trial evaluating different community-wide intervention strategies in rural Madagascar","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Protocol (science); Tuberculosis; Cluster (spacecraft); Whole genome sequencing; Randomized controlled trial; Intervention (counseling); Tuberculosis control","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":[0.005838732,0.001586479,0.002388517,0.0009598374,0.00131835,0.001480779,0.001654272,0.001935442,0.7901889],"category_scores_gemma":[0.03575786,0.001071956,0.002264356,0.001940826,0.0006222679,0.001188691,0.0008562673,0.001835668,0.04986369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486938,"about_ca_system_score_gemma":0.002945025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974895,"about_ca_topic_score_gemma":0.006593578,"domain_scores_codex":[0.997528,0.001411267,0.0003256804,0.000319447,0.0001854136,0.00023014],"domain_scores_gemma":[0.9745029,0.01967352,0.001885218,0.001320388,0.001705747,0.0009122669],"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":[0.07891208,0.002475681,0.002433424,0.05385526,0.001854362,0.000129363,0.0002891088,0.002400331,0.0004831084,0.003997689,0.8004988,0.05267085],"study_design_scores_gemma":[0.6825286,0.01131004,0.02504614,0.0136515,0.00366359,0.0002980705,0.0003484611,0.004095547,0.001344981,0.01665667,0.2407641,0.0002923238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.003422264,0.0005131115,0.003955537,0.0009502269,0.0004688149,0.04861303,0.9341329,0.0009913015,0.006952791],"genre_scores_gemma":[0.06643473,0.0008768167,0.03837319,0.003349166,0.0005782961,0.6903124,0.1645871,0.00110134,0.03438684],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7901889,"threshold_uncertainty_score":0.29927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05762573429208646,"score_gpt":0.3943217961878417,"score_spread":0.3366960618957553,"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."}}