{"id":"W3135981592","doi":"10.21203/rs.3.rs-245979/v1","title":"Reproductive History and Pregnancy Incidence of Malian and Beninese Sex Workers Before and Suring Sex Work Practice","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Université Laval","funders":"Canadian Institutes of Health Research; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Abortion; Incidence (geometry); Demography; Medicine; McNemar's test; Pregnancy; Reproductive health; Live birth; Benin city; Obstetrics; Gynecology; Population; Environmental health; Family medicine; Biology; Sociology","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":[0.0002887245,0.0001595447,0.0001254399,0.0006307749,0.0003819815,0.0004533259,0.0002375762,0.0002425372,0.002294297],"category_scores_gemma":[0.001103434,0.0001694426,0.0001626601,0.0005804559,0.0003040475,0.0002894507,0.0002938504,0.0002958725,0.0002048002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509476,"about_ca_system_score_gemma":0.0002262132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239924,"about_ca_topic_score_gemma":0.01687649,"domain_scores_codex":[0.9998217,0.00004624378,0.00001969479,0.00003020796,0.00003119059,0.00005097461],"domain_scores_gemma":[0.9995205,0.0001087939,0.0002291132,0.00001808987,0.00003934699,0.00008418603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000252196,0.00001484539,0.998673,0.00000677508,0.000005335367,0.00006332839,0.0002949047,0.00001200801,0.00007988094,0.000009552563,0.00003575192,0.0007794672],"study_design_scores_gemma":[8.153967e-7,0.0000335772,0.998869,0.000006840033,0.000002577427,0.0001466184,0.0007849043,0.00003305951,0.00003032424,0.000004099437,0.00008680599,0.000001312989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992924,0.0001681736,0.00001062407,0.00002639848,0.000001691833,0.000003546391,0.0001714755,8.868321e-7,0.0003247082],"genre_scores_gemma":[0.9995983,0.00009867886,0.00001511434,0.00001007184,0.000002685909,0.000003745325,0.00009661237,4.07619e-7,0.0001742873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01239924,"threshold_uncertainty_score":0.02465415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05419551715348876,"score_gpt":0.3955021830710027,"score_spread":0.3413066659175139,"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."}}