{"id":"W4401794115","doi":"10.1097/olq.0000000000002068","title":"Retrospective Cohort Study of Financial Incentives for Sexually Transmitted Infection Testing and Treatment in an Outreach Population in Edmonton, Canada, 2018–2019","year":2024,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Outreach; Incentive; Incidence (geometry); Cohort; Population; Retrospective cohort study; Family medicine; Environmental health; Demography; Internal medicine; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003410944,0.000298907,0.000521895,0.0005540263,0.0001475222,0.00003717311,0.00009366999,0.000157362,0.00002030659],"category_scores_gemma":[0.0003462558,0.0002796141,0.00005002442,0.0007841528,0.0001135035,0.000381199,0.00001242763,0.00026949,0.000001197422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006809598,"about_ca_system_score_gemma":0.000718007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5883193,"about_ca_topic_score_gemma":0.7828071,"domain_scores_codex":[0.9975912,0.0004576986,0.0005676672,0.0008487584,0.0001279921,0.0004066805],"domain_scores_gemma":[0.9989526,0.0004480374,0.00007745546,0.0002765161,0.0001935721,0.00005187198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006618814,0.003008596,0.9593851,0.0001033611,0.0002038977,0.00001802593,0.001989965,0.0002062307,0.009339671,0.00005233484,0.00003360843,0.02499731],"study_design_scores_gemma":[0.002737087,0.002594268,0.992826,0.00007117489,0.0001619729,0.000006454798,0.0004575355,0.0001666595,0.0004414873,0.000227703,0.00005774086,0.0002518909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944573,0.00138875,0.00009305635,0.00005103037,0.0003479001,0.003119554,0.0004190792,0.00008978823,0.00003356297],"genre_scores_gemma":[0.9987212,0.00004904168,0.00002802166,0.000007626641,0.00004876591,0.0005200271,0.0004406114,0.00003441738,0.0001503006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1944878,"threshold_uncertainty_score":0.9999656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760915840134581,"score_gpt":0.2926476533310557,"score_spread":0.2750384949297099,"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."}}