{"id":"W4214936907","doi":"10.21203/rs.3.rs-59473/v1","title":"Midwives’ Integration of Post-Abortion Manual Vacuum Aspiration in the Democratic Republic of Congo: A Mixed Methods Case Study &amp;amp; Positive Deviance Assessment","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; NOSM University","funders":"","keywords":"Abortion; Democracy; Deviance (statistics); Vacuum aspiration; Obstetrics; Medicine; Political science; Gynecology; Psychology; Family planning; Environmental health; Pregnancy; Statistics; Law; Mathematics; Research methodology; Population; 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":[0.005088033,0.0003475166,0.0003586436,0.001247669,0.004857387,0.001674468,0.001209017,0.001375509,0.0009612477],"category_scores_gemma":[0.008188003,0.0005310904,0.0003305874,0.001069246,0.00178562,0.0009338804,0.002118275,0.001107751,0.00009846275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004482363,"about_ca_system_score_gemma":0.002741781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02279596,"about_ca_topic_score_gemma":0.06407658,"domain_scores_codex":[0.9946397,0.003516852,0.0003668568,0.0002980914,0.0005127229,0.0006657927],"domain_scores_gemma":[0.9958514,0.002148319,0.001132026,0.0001965292,0.0003238507,0.0003478786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000303494,0.001679436,0.2547502,0.0007803405,0.00008278736,0.05894607,0.6484078,0.0001918892,0.003023473,0.002019221,0.0007508438,0.0290645],"study_design_scores_gemma":[0.00002992351,0.001545093,0.1306606,0.0009386902,0.00006069034,0.02678656,0.8311304,0.000440559,0.001625967,0.0002595969,0.006449115,0.00007278425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982951,0.0003740228,0.0001815557,0.0002314213,0.000005443152,0.0001289138,0.00002002528,0.00000115812,0.000762337],"genre_scores_gemma":[0.9981107,0.0005925301,0.0005156391,0.0001461974,0.000005386726,0.0001480101,0.00001516702,0.000001428698,0.0004650307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02279596,"threshold_uncertainty_score":0.04532653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155443704408936,"score_gpt":0.5429139665941564,"score_spread":0.3874702621852203,"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."}}