{"id":"W6958369610","doi":"10.6084/m9.figshare.26598233.v1","title":"Additional file 1 of The Cameroon Health Research and Evidence Database (CAMHRED): tools and methods for local evidence mapping","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network; Université de Sherbrooke; McMaster University; University of Toronto","funders":"","keywords":"Key (lock); File format; MEDLINE; Health data; Evidence-based practice; Public health","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":[0.006828109,0.001437123,0.002756033,0.011836,0.0008582617,0.002503307,0.00196061,0.001573454,0.8574178],"category_scores_gemma":[0.08880696,0.0008396747,0.002181632,0.0179522,0.000578844,0.002980477,0.002288313,0.001066925,0.06705287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592281,"about_ca_system_score_gemma":0.006264931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008090783,"about_ca_topic_score_gemma":0.01501593,"domain_scores_codex":[0.9963633,0.001068604,0.001630526,0.0004059911,0.0003210896,0.0002104924],"domain_scores_gemma":[0.8865132,0.0977919,0.006856435,0.001760097,0.006110098,0.0009682314],"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":[0.001050121,0.00008742245,0.002220711,0.2065797,0.0004320169,0.000175024,0.0003298344,0.0008282618,0.0002059942,0.003808019,0.7479937,0.03628916],"study_design_scores_gemma":[0.009813618,0.0004143009,0.01934731,0.09036975,0.002776108,0.0007385414,0.0010646,0.001684426,0.0008475466,0.01963731,0.8530043,0.0003022553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001535725,0.0003274399,0.0004856185,0.0002473922,0.00003093516,0.000979273,0.9961388,0.0001902149,0.001446909],"genre_scores_gemma":[0.01572406,0.004032816,0.03221758,0.001833674,0.0003157711,0.05089279,0.8779162,0.001205902,0.01586119],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8574178,"threshold_uncertainty_score":0.2033761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4250802569313524,"score_gpt":0.5051419325089127,"score_spread":0.08006167557756033,"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."}}