{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01181701,0.0007273992,0.003717698,0.0003694834,0.0002722643,0.0008640167,0.0007656424,0.0002283012,0.00001275836],"category_scores_gemma":[0.007081975,0.0004967928,0.0007282751,0.0003967277,0.0001809511,0.0006287305,0.001431071,0.0005141983,0.00000125936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004398384,"about_ca_system_score_gemma":0.002886232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002544287,"about_ca_topic_score_gemma":0.0006118678,"domain_scores_codex":[0.9914196,0.002218112,0.002310536,0.002618471,0.0004976714,0.00093564],"domain_scores_gemma":[0.9933667,0.002478465,0.001533218,0.001069477,0.001251296,0.0003008716],"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":[0.9776596,0.0009730104,0.00003216404,0.001193304,0.0004049401,0.000004725987,0.01065975,0.0006586203,0.0002774757,0.0003411602,0.0009266141,0.00686867],"study_design_scores_gemma":[0.9429466,0.001117296,0.0001541972,0.0006803182,0.00003293789,0.000008292657,0.0006369146,0.04963442,0.00009475807,0.003985252,0.00008155398,0.0006274408],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.005332095,0.00001631906,0.5478575,0.002011963,0.0004769576,0.4441374,0.00003521769,0.00008589835,0.00004670013],"genre_scores_gemma":[0.01424912,0.00001262124,0.07392921,0.0009034161,0.0002892502,0.9099939,0.0001198034,0.00003184253,0.0004708324],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.4739282,"threshold_uncertainty_score":0.9997483,"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."}}