{"id":"W2112176773","doi":"10.1136/sti.2009.038802","title":"Assessment of intervention outcome in the absence of baseline data: 'reconstruction' of condom use time trends using retrospective analysis of survey data","year":2010,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Centre hospitalier universitaire de Québec","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Condom; Demography; Psychological intervention; Family medicine; Human immunodeficiency virus (HIV); Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006806691,0.0001814318,0.0008850251,0.0009659459,0.0001952357,0.000004448222,0.0006001461,0.0001862555,0.0005945008],"category_scores_gemma":[0.001152544,0.000136743,0.0001192291,0.003216606,0.0004285781,0.0005457929,0.0001585424,0.001001285,0.000001140785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005992451,"about_ca_system_score_gemma":0.0003617317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01450792,"about_ca_topic_score_gemma":0.02516334,"domain_scores_codex":[0.9946837,0.002118679,0.001990903,0.0005624466,0.0003926934,0.0002515864],"domain_scores_gemma":[0.9943213,0.001517741,0.001332311,0.001967869,0.00080728,0.00005351491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004899493,0.001469119,0.9836279,0.0002726025,0.0005421871,2.888941e-7,0.0007942708,0.0003215865,0.01176713,0.0002447741,0.00003656328,0.0008745687],"study_design_scores_gemma":[0.0008555259,0.0001609417,0.9785408,0.0001075831,0.0004851592,0.000002366369,0.00100045,0.01862122,0.00005593142,0.00003145743,0.00003459138,0.0001039959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646115,0.00001719885,0.02771365,0.00007595413,0.0006345998,0.0005426563,0.006234528,0.00001811544,0.0001517657],"genre_scores_gemma":[0.9958755,0.00002054248,0.001895508,0.00002228473,0.00005783635,0.000008603939,0.002000805,0.00001532843,0.000103616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03126394,"threshold_uncertainty_score":0.9926249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2167074497401734,"score_gpt":0.4854671800695713,"score_spread":0.2687597303293979,"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."}}