{"id":"W2888450774","doi":"10.1371/journal.pone.0202911","title":"Avoidable workload of care for patients living with HIV infection in Abidjan, Côte d’Ivoire: A cross-sectional study","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"CHIST-ERA; Agence Nationale de Recherches sur le Sida et les Hépatites Virales; Fondation pour la Recherche Médicale; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Workload; Medicine; Context (archaeology); Health care; Public health; Cote d ivoire; Revenue; Family medicine; Environmental health; Nursing; Business; Geography; Computer science","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":[0.001102668,0.0003673349,0.0003597893,0.0008224079,0.001170198,0.001166333,0.0006426277,0.0006380447,0.001248774],"category_scores_gemma":[0.003036596,0.0004639178,0.0004144951,0.001693483,0.0005641182,0.0007276456,0.0007561968,0.0007367504,0.0001574585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732332,"about_ca_system_score_gemma":0.001402885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06009162,"about_ca_topic_score_gemma":0.07059567,"domain_scores_codex":[0.9991089,0.0003234146,0.0001311006,0.0001081874,0.0001369084,0.0001916026],"domain_scores_gemma":[0.9984522,0.000374394,0.0006042785,0.00005869361,0.000214486,0.0002959224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002674972,0.0001095983,0.9960248,0.00004859591,0.000041455,0.0001101165,0.002470197,0.00003692887,0.00009248693,0.00001918157,0.000110008,0.000909896],"study_design_scores_gemma":[0.000005002704,0.0001264172,0.9938414,0.00003150898,0.00001391022,0.0001142981,0.005504574,0.00009115443,0.00001552083,0.00001037414,0.000240277,0.000005472699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999414,0.0001364925,0.00002688957,0.00005150737,0.000003901208,0.00002503047,0.0001752986,6.689728e-7,0.0001662402],"genre_scores_gemma":[0.9994774,0.000139384,0.00007982301,0.00004477768,0.000005425817,0.00003331434,0.0001320753,5.774834e-7,0.00008725496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06009162,"threshold_uncertainty_score":0.1194837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03742509829452875,"score_gpt":0.3250132540804412,"score_spread":0.2875881557859125,"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."}}