{"id":"W2789710955","doi":"10.2196/resprot.8721","title":"Safety, Quality, and Acceptability of Contraceptive Subdermal Implant Provision by Community Health Extension Workers Versus Nurses and Midwives in Nigeria: Protocol for a Quasi-Experimental, Noninferiority Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Danish International Development Agency; World Health Organization; Department for International Development; United States Agency for International Development","keywords":"Protocol (science); Medicine; Quality (philosophy); Nursing; Family medicine; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008497077,0.0002570945,0.0008242913,0.0001978701,0.0007142105,0.00006058388,0.000160479,0.0001554907,0.0000597643],"category_scores_gemma":[0.001018793,0.000209936,0.00005557325,0.000333617,0.001143345,0.0003033655,0.0002616256,0.0008481682,0.000001499285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003721693,"about_ca_system_score_gemma":0.0006765788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002749774,"about_ca_topic_score_gemma":0.002348753,"domain_scores_codex":[0.9931648,0.003719735,0.0009547615,0.0007334786,0.0007008077,0.0007263711],"domain_scores_gemma":[0.9969697,0.0008047635,0.0003215366,0.0007287844,0.0008060361,0.0003692078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2528877,0.03294034,0.566432,0.004868976,0.00006082236,0.00000547962,0.02246532,9.412533e-8,0.03208592,0.00005844263,0.001921345,0.08627356],"study_design_scores_gemma":[0.03284919,0.08668374,0.8391382,0.001039897,0.000002837879,0.000008896724,0.02866998,0.0000312586,0.006595356,0.00008519282,0.004702891,0.0001926155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4585283,0.000007287498,0.0000166354,0.0004444552,0.000008981418,0.5409027,0.0000273149,0.0000197369,0.00004453804],"genre_scores_gemma":[0.418245,6.842716e-7,0.000153105,0.00002402016,0.00006758387,0.5814677,0.000009354148,0.00001506109,0.00001748364],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2727062,"threshold_uncertainty_score":0.8560939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3230015872409016,"score_gpt":0.6285620119585204,"score_spread":0.3055604247176187,"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."}}