{"id":"W4226271970","doi":"10.2196/preprints.36060","title":"Impact-Oriented Dialogue for Culturally Safe Adolescent Sexual and Reproductive Health in Bauchi State, Nigeria: Protocol for a Codesigned Pragmatic Cluster Randomized Controlled Trial (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproductive health; Focus group; Child marriage; Stakeholder; Population; Cluster randomised controlled trial; Adolescent health; Medicine; Sexual violence; Psychology; Nursing; Family medicine; Geography; Environmental health; Public relations; Business; Political science; Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06858809,0.004341939,0.008712657,0.003685642,0.004620711,0.006344652,0.00382099,0.008355158,0.09302829],"category_scores_gemma":[0.0666507,0.003386596,0.006491615,0.003924305,0.004079639,0.004573439,0.003364057,0.00852402,0.01039896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007593189,"about_ca_system_score_gemma":0.03177042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003764931,"about_ca_topic_score_gemma":0.006349753,"domain_scores_codex":[0.9528095,0.03110834,0.006269822,0.002481658,0.003833873,0.003496821],"domain_scores_gemma":[0.9720416,0.01129825,0.004504752,0.003402776,0.005937552,0.002815237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.467255,0.02815915,0.001909025,0.214772,0.003998225,0.00115081,0.008398881,0.005968085,0.004281022,0.02661959,0.05968915,0.1777991],"study_design_scores_gemma":[0.6889339,0.05180256,0.004890237,0.05991852,0.00243327,0.0002069496,0.003618982,0.004121882,0.00336254,0.01414085,0.1661659,0.0004043559],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000419924,0.00008574006,0.0005030343,0.00006740939,0.00009902994,0.9983217,0.0002405692,0.00001815352,0.0002444772],"genre_scores_gemma":[0.0004149874,0.00004378114,0.001097401,0.00004927904,0.00001041586,0.9982668,0.00002199452,0.000001434273,0.00009381469],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09302829,"threshold_uncertainty_score":0.3627328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694455444345586,"score_gpt":0.3476517078991694,"score_spread":0.3207071534557135,"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."}}