{"id":"W2316240047","doi":"10.1097/qai.0000000000000357","title":"Introducing INSPIRE","year":2014,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"World Health Organization","keywords":"Government (linguistics); Ministry of Foreign Affairs; Christian ministry; Prioritization; Pandemic; Quality (philosophy); Psychological intervention; Political science; Process (computing); Public relations; Economic growth; Business; Medicine; Coronavirus disease 2019 (COVID-19); Process management; Nursing; Public administration; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02569422,0.0006129132,0.0003178735,0.001602267,0.002266048,0.005771813,0.002988014,0.002369279,0.04184873],"category_scores_gemma":[0.03992206,0.0006059668,0.0009620274,0.0009182211,0.002369155,0.005718837,0.007695447,0.005225229,0.01217136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004878315,"about_ca_system_score_gemma":0.02285311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007657054,"about_ca_topic_score_gemma":0.02772477,"domain_scores_codex":[0.9874974,0.006198609,0.0003913763,0.0008203071,0.003510954,0.001581264],"domain_scores_gemma":[0.9719141,0.01070051,0.0008973381,0.003972737,0.006729558,0.005785802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001290376,0.0006963083,0.003225076,0.0006671011,0.00002686956,0.0002363155,0.009650896,0.0004800057,0.0008302002,0.1188353,0.4284877,0.4367351],"study_design_scores_gemma":[0.00002093308,0.0000617109,0.0004936894,0.0002904418,0.000006221897,0.00008385754,0.001280683,0.000180712,0.0002848247,0.007836987,0.9894423,0.00001745164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01764208,0.002805718,0.1676891,0.1122715,0.007835419,0.004216737,0.002619103,0.01604187,0.6688785],"genre_scores_gemma":[0.09495234,0.003703471,0.4793375,0.03540033,0.001560962,0.005817025,0.004695554,0.005555257,0.3689777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04184873,"threshold_uncertainty_score":0.1399979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894739370373881,"score_gpt":0.5253546187323254,"score_spread":0.3358806816949373,"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."}}