{"id":"W4312958907","doi":"10.2196/39798","title":"Updating the Data on Malaria Vectors in Malaysia: Protocol for a Scoping Review","year":2022,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Malaria Research and Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kementerian Kesihatan Malaysia","keywords":"Protocol (science); Malaria; Computer science; Data science; Medicine; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1013526,0.005808901,0.01357808,0.02201973,0.005896611,0.007377741,0.006238066,0.01024436,0.08218461],"category_scores_gemma":[0.1000968,0.005976655,0.01649469,0.01598091,0.005535926,0.01027947,0.007002018,0.008469843,0.0178861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01292325,"about_ca_system_score_gemma":0.08509459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006235329,"about_ca_topic_score_gemma":0.01185587,"domain_scores_codex":[0.9467659,0.01825847,0.02251233,0.003482399,0.006030937,0.00295004],"domain_scores_gemma":[0.9047365,0.02827462,0.01728958,0.008727715,0.03622752,0.004744068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.007419486,0.0008376007,0.001652028,0.7893029,0.001310778,0.002266981,0.0073158,0.001718032,0.004038061,0.008589895,0.07809225,0.09745623],"study_design_scores_gemma":[0.01391609,0.002414124,0.008214192,0.4760167,0.003253988,0.001193561,0.005849083,0.001067267,0.003020441,0.01287956,0.4714774,0.0006975997],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002776891,0.00100912,0.001155423,0.0003881079,0.0002510715,0.9932796,0.002935765,0.00005831025,0.0006449501],"genre_scores_gemma":[0.0002884421,0.001099955,0.003656273,0.000197687,0.00004032169,0.9937483,0.0006590611,0.000008382946,0.0003015464],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1013526,"threshold_uncertainty_score":0.5360101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6422035032553328,"score_gpt":0.6645977168449302,"score_spread":0.02239421358959737,"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."}}