{"id":"W4205556155","doi":"10.21203/rs.3.rs-40067/v1","title":"Midwives&amp;rsquo; 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":false,"ca_institutions":"Laurentian University; NOSM University","funders":"","keywords":"Democracy; Deviance (statistics); Abortion; Gynecology; Medicine; Obstetrics; Political science; Biology; Pregnancy; Law; Mathematics","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":[0.002456537,0.000251383,0.0002252733,0.001143355,0.003793504,0.001566167,0.0009055893,0.001071246,0.001514027],"category_scores_gemma":[0.007156166,0.0003571924,0.0002192603,0.001106919,0.001455021,0.0008502002,0.001475431,0.001088018,0.00009035317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004127466,"about_ca_system_score_gemma":0.003248021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05939244,"about_ca_topic_score_gemma":0.1378727,"domain_scores_codex":[0.9965991,0.002431151,0.0001658134,0.0001584852,0.0002557459,0.0003895899],"domain_scores_gemma":[0.9974329,0.001294238,0.0007320414,0.0001275145,0.0001902244,0.0002230214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006244819,0.003681404,0.6414877,0.0008369635,0.0001277837,0.0227617,0.2360888,0.0002346466,0.002837178,0.006078257,0.002199552,0.08304178],"study_design_scores_gemma":[0.00006243756,0.002110434,0.6003383,0.001538733,0.0001637671,0.01470832,0.3691361,0.0008870584,0.00232009,0.0006255804,0.008016977,0.0000921676],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964089,0.0005586045,0.0001894978,0.0004699908,0.000008544899,0.0001959006,0.00008368419,0.000002096086,0.002082844],"genre_scores_gemma":[0.9978812,0.0006381939,0.0004208243,0.0001063757,0.000005016458,0.0001596508,0.00003499933,0.000001805334,0.0007519356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05939244,"threshold_uncertainty_score":0.1180935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674571578243132,"score_gpt":0.5427455702595003,"score_spread":0.3752884124351871,"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."}}