{"id":"W2967964840","doi":"10.1136/sextrans-2019-sti.19","title":"S01.3 Using multiple data sources for programme evaluation: integration of program monitoring data with other research studies","year":2019,"lang":"en","type":"article","venue":"","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Attendance; Medicine; Condom; Data collection; Monitoring and evaluation; Program evaluation; Human immunodeficiency virus (HIV); Family medicine; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1815518,0.0008479091,0.001086247,0.006396216,0.001792625,0.007802377,0.002643827,0.002535185,0.04473139],"category_scores_gemma":[0.2040607,0.0009245084,0.002012369,0.01028317,0.001635295,0.005237801,0.006250917,0.001389026,0.00802421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005601897,"about_ca_system_score_gemma":0.02893863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01292366,"about_ca_topic_score_gemma":0.0141613,"domain_scores_codex":[0.7858639,0.1803693,0.01127523,0.002702703,0.01767852,0.002110448],"domain_scores_gemma":[0.6878283,0.1925488,0.02128564,0.03033642,0.06179551,0.006205317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001679624,0.0008069242,0.06899261,0.008742255,0.0008537958,0.0003399446,0.003315156,0.004718675,0.001409285,0.03382962,0.1203955,0.7549165],"study_design_scores_gemma":[0.001573084,0.004085548,0.1282604,0.02781347,0.001330182,0.0008318691,0.008481898,0.03474361,0.009570689,0.05913148,0.7236431,0.0005346325],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0866351,0.007871418,0.3201526,0.1266671,0.01056061,0.04038163,0.1091352,0.009480288,0.289116],"genre_scores_gemma":[0.3161522,0.003633966,0.5866618,0.01482362,0.001798026,0.03143499,0.02762611,0.00183196,0.0160374],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1815518,"threshold_uncertainty_score":0.960149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.854631110670305,"score_gpt":0.6820873945316966,"score_spread":0.1725437161386083,"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."}}