{"id":"W3112455969","doi":"10.1186/s12913-020-05997-7","title":"Midwives’ integration of post abortion manual vacuum aspiration in the Democratic Republic of Congo: a mixed methods case study & positive deviance assessment","year":2020,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Laurentian University","keywords":"Medicine; Abortion; Nursing; Vacuum aspiration; Positive deviance; Nursing research; Competence (human resources); Family medicine; Obstetrics; Medical education; Family planning; Psychology; Population; Social psychology; Pregnancy; 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":[0.004321172,0.0004438727,0.000371773,0.001360354,0.006122842,0.001757313,0.00128473,0.001894239,0.001112062],"category_scores_gemma":[0.007694544,0.0006210784,0.0003381967,0.001160979,0.001933152,0.001087532,0.002526814,0.001272729,0.0001219172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004603428,"about_ca_system_score_gemma":0.002608867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02406398,"about_ca_topic_score_gemma":0.06289009,"domain_scores_codex":[0.9953163,0.003062688,0.0002930803,0.000250803,0.0004021826,0.0006749122],"domain_scores_gemma":[0.9965088,0.001831701,0.0009401238,0.0001480043,0.0002029617,0.0003683534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002881484,0.001907765,0.1819347,0.0008438868,0.00006326393,0.09004065,0.6860913,0.0002212863,0.002851578,0.002084362,0.0008295859,0.03284336],"study_design_scores_gemma":[0.00004354397,0.001995015,0.1023334,0.0009395999,0.00006497085,0.04844233,0.8353124,0.0004820887,0.001539255,0.0002934547,0.008472193,0.00008175294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977663,0.0004894622,0.0001903873,0.0003345103,0.00000678829,0.0001636944,0.00001998107,0.000001732263,0.001027169],"genre_scores_gemma":[0.9968238,0.001164124,0.0007195603,0.0002550752,0.000008705762,0.0002133697,0.00001755412,0.000002503322,0.0007953099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02406398,"threshold_uncertainty_score":0.04784781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147976606012932,"score_gpt":0.5521468268439884,"score_spread":0.4041702208310565,"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."}}