{"id":"W3136847155","doi":"10.1007/s11904-021-00550-5","title":"Cost-Effectiveness Analysis in Implementation Science: a Research Agenda and Call for Wider Application","year":2021,"lang":"en","type":"review","venue":"Current HIV/AIDS Reports","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Institute on Drug Abuse","keywords":"Computer science; Context (archaeology); Management science; Process (computing); Process management; Implementation research; Population; Data science; Risk analysis (engineering); Knowledge management; Psychological intervention; Medicine; Engineering","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2714911,0.002995307,0.01982169,0.01037309,0.002451701,0.01883238,0.006196228,0.01580072,0.01470054],"category_scores_gemma":[0.5008522,0.002502728,0.01542588,0.01782362,0.008871636,0.02814932,0.006639015,0.02607753,0.002044156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02302985,"about_ca_system_score_gemma":0.0686601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005776,"about_ca_topic_score_gemma":0.01240706,"domain_scores_codex":[0.817206,0.1366036,0.02153921,0.005148121,0.01697556,0.002527402],"domain_scores_gemma":[0.2338592,0.7023806,0.01756518,0.01018408,0.03368817,0.002322755],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005166502,0.000139389,0.000973783,0.438043,0.004424725,0.0001429062,0.000539178,0.002140841,0.0001894607,0.09573615,0.03018706,0.4269668],"study_design_scores_gemma":[0.0002846121,0.000245058,0.001395614,0.786922,0.006305668,0.0002263888,0.0008840624,0.002364315,0.0001761973,0.07416584,0.1269002,0.0001300988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001236087,0.9596935,0.003189995,0.03342614,0.002556691,0.0002702236,0.00006929691,0.00003019176,0.0006403388],"genre_scores_gemma":[0.008775797,0.9486208,0.02162147,0.01506037,0.003414246,0.002000182,0.0001640873,0.00005508404,0.0002879959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7285089,"threshold_uncertainty_score":0.8983812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8223078481332097,"score_gpt":0.7832064577285889,"score_spread":0.03910139040462079,"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."}}