{"id":"W2898049005","doi":"10.1136/sextrans-2017-053491","title":"Will an innovative connected AideSmart! app-based multiplex, point-of-care screening strategy for HIV and related coinfections affect timely quality antenatal screening of rural Indian women? Results from a cross-sectional study in India","year":2018,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Grand Challenges Canada","keywords":"Medicine; Cross-sectional study; Family medicine; Pregnancy; Transmission (telecommunications); Environmental health; Outreach; Health facility; Pediatrics; Obstetrics; Population; Health services","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001432278,0.0003757334,0.0007607154,0.001486095,0.0005185879,0.00008343439,0.0001565359,0.000318385,0.0002560299],"category_scores_gemma":[0.00176523,0.0003759555,0.0002027565,0.002499019,0.000819636,0.0008915173,0.00003983618,0.0008210845,0.000003691298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624495,"about_ca_system_score_gemma":0.0004701854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004675369,"about_ca_topic_score_gemma":0.005481457,"domain_scores_codex":[0.9959641,0.0006573989,0.001655178,0.0006320194,0.0004741581,0.0006171449],"domain_scores_gemma":[0.9956252,0.001274351,0.0004432135,0.0004499829,0.001889277,0.0003179795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006178188,0.003100661,0.9540504,0.0002261226,0.001025234,0.00001864896,0.01837933,0.0003103131,0.01231233,0.0001306956,0.00002672603,0.00424141],"study_design_scores_gemma":[0.02187904,0.02374848,0.9294435,0.0003900936,0.00007414233,0.00002764416,0.01753418,0.004816232,0.001653385,0.00009318758,0.00001773601,0.000322418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726473,0.00003238107,0.01961574,0.00004919821,0.00008528224,0.002720325,0.004252687,0.0001855209,0.0004115414],"genre_scores_gemma":[0.9951012,0.000002510768,0.001169296,0.00002405822,0.00009715545,0.0003404607,0.003072352,0.00005674381,0.000136225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02460688,"threshold_uncertainty_score":0.9998692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03613516456192795,"score_gpt":0.3677093988906871,"score_spread":0.3315742343287592,"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."}}