{"id":"W3027143085","doi":"10.6084/m9.figshare.c.4430093.v1","title":"Supplementary material from \"Multiple exposures, reinfection and risk of progression to active tuberculosis\"","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tuberculosis; Active tuberculosis; Environmental health; Medicine; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001182105,0.000832449,0.0009023155,0.001131094,0.0007565839,0.001172624,0.002101231,0.001662418,0.6481142],"category_scores_gemma":[0.009871039,0.0004847761,0.001171712,0.002310407,0.0001695366,0.0008872527,0.001293396,0.000795932,0.1489578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007543647,"about_ca_system_score_gemma":0.002135979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0165156,"about_ca_topic_score_gemma":0.02410432,"domain_scores_codex":[0.9994369,0.0001826224,0.0000455808,0.00008406827,0.0001647153,0.00008594912],"domain_scores_gemma":[0.9961288,0.002413065,0.0001756025,0.0002700455,0.0007380096,0.0002744299],"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":[0.0002263811,0.0001202948,0.002368129,0.0009988052,0.00006784889,0.0001425259,0.0000712469,0.005167646,0.0004397168,0.004265822,0.9693118,0.01681964],"study_design_scores_gemma":[0.000875557,0.0002266938,0.01439171,0.001068011,0.0001363045,0.000373059,0.0001771369,0.02724113,0.00121945,0.01981,0.9343544,0.0001266834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002718169,0.0002972885,0.007379567,0.001296019,0.001269949,0.0001730878,0.9585831,0.00171216,0.02657075],"genre_scores_gemma":[0.03402766,0.001157334,0.01909283,0.002814883,0.0005141858,0.001070326,0.8850616,0.002298395,0.05396285],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6481142,"threshold_uncertainty_score":0.5019224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193299967480663,"score_gpt":0.3164232582627775,"score_spread":0.2944902585879708,"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."}}