{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002870992,0.0003076557,0.0002913881,0.0003747597,0.0005562002,0.0009627935,0.0004898076,0.0005197686,0.002183304],"category_scores_gemma":[0.007553769,0.0004305739,0.0008672448,0.0004567006,0.0004397308,0.0007016737,0.0005970073,0.0008002067,0.0002791769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005579006,"about_ca_system_score_gemma":0.001024131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246577,"about_ca_topic_score_gemma":0.01396057,"domain_scores_codex":[0.9983315,0.0007994473,0.0001887463,0.0001708531,0.0002776876,0.000231836],"domain_scores_gemma":[0.9943289,0.002267593,0.001800925,0.000232787,0.0008808227,0.0004890303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006331384,0.001895729,0.9751555,0.0004506579,0.0001468455,0.0002906801,0.00567303,0.00008806182,0.0007872201,0.00004358777,0.0006576033,0.01417796],"study_design_scores_gemma":[0.00008881025,0.006319999,0.9819354,0.0001622755,0.0003185256,0.0004564305,0.008699737,0.0003516361,0.0005071841,0.00002344821,0.001110618,0.00002598323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987148,0.00009456587,0.00006285636,0.000110991,0.000006612489,0.0001607778,0.0001599894,0.000005236494,0.0006840376],"genre_scores_gemma":[0.9986548,0.0002028202,0.0003050543,0.0002666637,0.000009988274,0.0001529285,0.0001122531,0.000002815651,0.0002926648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01246577,"threshold_uncertainty_score":0.02478641,"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."}}