{"id":"W4251655558","doi":"10.21203/rs.2.15876/v1","title":"Overview and factors associated with pregnancies and abortions occurring in sex workers in Benin","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sex work and related issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; University of Manitoba; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Induced Abortions; Sex workers; Obstetrics; Medicine; Abortion; Environmental health; Pregnancy; Demography; Family planning; Population; Biology; Sociology; Research methodology","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":[0.0004273333,0.0002057258,0.0001849416,0.001269323,0.0005488042,0.0003713314,0.000304469,0.0002450747,0.002661162],"category_scores_gemma":[0.0008739005,0.0001695198,0.0002351712,0.001319061,0.0002319764,0.0002568656,0.0003923343,0.0002908899,0.0001349614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004811319,"about_ca_system_score_gemma":0.0005914907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02933592,"about_ca_topic_score_gemma":0.03730239,"domain_scores_codex":[0.9996545,0.0001076903,0.00004193523,0.00005256818,0.00006960148,0.00007372675],"domain_scores_gemma":[0.9993154,0.0001886997,0.000330114,0.00001540826,0.00006597515,0.00008440958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008942017,0.00001070551,0.9976262,0.00005179615,0.00001049928,0.00006886171,0.0002386776,0.00002324656,0.00006545287,0.00001571657,0.00008476162,0.001795104],"study_design_scores_gemma":[5.211613e-7,0.00001538207,0.9977165,0.00005397213,0.000008282263,0.0001985741,0.001549971,0.00008346447,0.00003140244,0.00001353253,0.0003260662,0.000002249493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968371,0.001381862,0.00007881682,0.0001723098,0.000005780713,0.00001443511,0.0008610216,0.000003610109,0.0006448645],"genre_scores_gemma":[0.9981084,0.001011867,0.0001433621,0.00002261731,0.00000874344,0.0000171231,0.0004440589,0.000001038582,0.0002428686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02933592,"threshold_uncertainty_score":0.0583303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120947760897229,"score_gpt":0.429755891368367,"score_spread":0.308808130471138,"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."}}