{"id":"W6939612257","doi":"10.6084/m9.figshare.26594783.v1","title":"Additional file 1 of Predicting the risk of malaria re-introduction in countries certified malaria-free: a systematic review","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":"","funders":"","keywords":"Quality (philosophy); Certification; Risk assessment; Quality assessment; Scale (ratio)","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":[0.003770689,0.001602028,0.003648078,0.007239968,0.0007062147,0.001720021,0.001546154,0.001443689,0.7850339],"category_scores_gemma":[0.05542031,0.0008705105,0.003296189,0.009569405,0.0003577554,0.00364133,0.001399284,0.0009038721,0.03173431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324705,"about_ca_system_score_gemma":0.006209038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007841308,"about_ca_topic_score_gemma":0.02055394,"domain_scores_codex":[0.9982743,0.0003371509,0.0006890732,0.0002643749,0.0002894713,0.000145675],"domain_scores_gemma":[0.9519061,0.03713162,0.005856514,0.0008718389,0.00381132,0.0004225647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001030863,0.00008967632,0.002332537,0.6578467,0.001011946,0.0001260357,0.0002233641,0.000615807,0.0002080981,0.002207928,0.3130341,0.02127291],"study_design_scores_gemma":[0.024998,0.001063525,0.05404544,0.4263893,0.008598708,0.001306375,0.0009564379,0.003270517,0.0009387191,0.01430956,0.4636959,0.0004274144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004951676,0.001098066,0.0004128557,0.0004486784,0.00007400888,0.002771141,0.9931008,0.0001701061,0.001429179],"genre_scores_gemma":[0.02931664,0.01035418,0.02104622,0.004426934,0.0007354429,0.1212044,0.7769197,0.0008264759,0.0351699],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7850339,"threshold_uncertainty_score":0.306623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321134132944127,"score_gpt":0.2709136406763772,"score_spread":0.2477022993469359,"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."}}