{"id":"W4380563364","doi":"","title":"Reaching key and peripheral populations: a phone-based survey of HIV self-test users in West Africa","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Key (lock); Phone; Test (biology); Human immunodeficiency virus (HIV); Peripheral; Computer science; Internet privacy; Computer security; Medicine; Family medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003867124,0.0003787477,0.0003816998,0.0007062929,0.001125988,0.0009703352,0.00044457,0.001075067,0.002173559],"category_scores_gemma":[0.001817306,0.0005327968,0.0002253508,0.001131368,0.0005837125,0.001504939,0.0009115508,0.0007712976,0.0005773363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004762838,"about_ca_system_score_gemma":0.0005207991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0366744,"about_ca_topic_score_gemma":0.05027809,"domain_scores_codex":[0.999539,0.0001476487,0.00003827998,0.00006708513,0.00004183245,0.0001661776],"domain_scores_gemma":[0.9994747,0.0001459742,0.0001413979,0.00001984087,0.00006923224,0.0001488283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001280793,0.0002435117,0.966674,0.0001248514,0.00002776914,0.0007714907,0.02547401,0.00003176838,0.001741985,0.00007690886,0.0002498779,0.004455956],"study_design_scores_gemma":[0.00001121836,0.0003468351,0.9568839,0.00006396502,0.00001948456,0.0004753521,0.04145149,0.0001046278,0.0001119983,0.00004749366,0.0004719835,0.00001156842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993809,0.00006855783,0.00003165815,0.00004651347,0.000001983195,0.00002978495,0.0001398385,6.269927e-7,0.0002999499],"genre_scores_gemma":[0.9992562,0.0001651742,0.00006706998,0.0001059109,0.000001803288,0.00004124817,0.0000664472,0.000001035048,0.0002950142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0366744,"threshold_uncertainty_score":0.07292181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737527058799676,"score_gpt":0.2459897317861308,"score_spread":0.2086144611981341,"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."}}