{"id":"W6958682004","doi":"10.6084/m9.figshare.c.7561779.v1","title":"World Health Organization African Region national heads of units of diagnostics and laboratory services meetings proceedings","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Public health; Quality (philosophy); International Health Regulations; Health services; Health care; Global health; Public health surveillance; Thematic analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.008873875,0.001007013,0.0002464137,0.002974617,0.002625235,0.00404185,0.001076627,0.0007698202,0.09360362],"category_scores_gemma":[0.01938182,0.0003960217,0.0003074425,0.003439169,0.0005464277,0.001294427,0.002874586,0.001016225,0.02614491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589824,"about_ca_system_score_gemma":0.007311059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00474937,"about_ca_topic_score_gemma":0.005146699,"domain_scores_codex":[0.9919947,0.004409369,0.000560401,0.0004963974,0.001569545,0.0009694471],"domain_scores_gemma":[0.9833771,0.005034321,0.002303402,0.0007447942,0.005401529,0.003138814],"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":[0.0002516418,0.0001708888,0.005827201,0.001885977,0.00002532702,0.0006539141,0.005688591,0.0002399775,0.003410449,0.002706661,0.7773482,0.2017913],"study_design_scores_gemma":[0.00002197703,0.00007430276,0.01243463,0.0005418769,0.000008105905,0.0001653106,0.00491792,0.00009359843,0.0009342413,0.0003910508,0.9803917,0.0000252619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06641772,0.0194173,0.01393133,0.04235778,0.02402965,0.0111106,0.02770909,0.002435799,0.7925907],"genre_scores_gemma":[0.357855,0.03030124,0.03720198,0.01017282,0.01383941,0.008865484,0.01713781,0.001285094,0.5233411],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09360362,"threshold_uncertainty_score":0.3131353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395115406145815,"score_gpt":0.2182557414467068,"score_spread":0.1943045873852487,"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."}}