{"id":"W4241657307","doi":"10.21203/rs.3.rs-15685/v1","title":"Clients Input Improves Satisfaction on HIV and AIDS Program","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Business; Computer science; Psychology; Medicine; Virology","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":[],"consensus_categories":[],"category_scores_codex":[0.001782499,0.0002199198,0.0003561109,0.0004243252,0.0007920536,0.001362629,0.0005309873,0.000375415,0.02626152],"category_scores_gemma":[0.005720545,0.0001187927,0.0004224501,0.0005954962,0.0002700882,0.0003058005,0.001384093,0.0009053451,0.001547093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009031082,"about_ca_system_score_gemma":0.000955849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002069755,"about_ca_topic_score_gemma":0.002927352,"domain_scores_codex":[0.9976567,0.001127386,0.00007804914,0.00008829766,0.0005743463,0.0004752575],"domain_scores_gemma":[0.9970143,0.0009397086,0.0003624143,0.0001108498,0.0004791449,0.001093687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002314446,0.0174666,0.3632208,0.0004539926,0.0002023027,0.0002381938,0.00722822,0.0006368612,0.002662054,0.0008041511,0.0190385,0.5857339],"study_design_scores_gemma":[0.000163209,0.004152553,0.9728312,0.0002040913,0.0001536474,0.0002075169,0.007582054,0.001653299,0.00234305,0.0003666367,0.01032239,0.00002027091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773976,0.0001159513,0.0003876853,0.0006136765,0.00002254298,0.0001616605,0.0002569933,0.0001238156,0.02092009],"genre_scores_gemma":[0.9942533,0.00009026037,0.0005314111,0.000139132,0.00001180678,0.00009614618,0.0001914818,0.00001536541,0.004671032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02626152,"threshold_uncertainty_score":0.08785361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176555698244121,"score_gpt":0.4779661274179118,"score_spread":0.3603105575934997,"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."}}