{"id":"W4220948569","doi":"10.2196/36060","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","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Reproductive health; Population; Medicine; Demography; Environmental health; Psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02715458,0.000320302,0.001450251,0.0005582233,0.001049211,0.000472302,0.0008629129,0.00005768951,0.00001816512],"category_scores_gemma":[0.004598028,0.0002244258,0.0002603528,0.001112486,0.0002701771,0.0007207129,0.0008521635,0.0005899631,0.000001950217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701675,"about_ca_system_score_gemma":0.002130293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004774669,"about_ca_topic_score_gemma":0.00006350529,"domain_scores_codex":[0.9891586,0.005866934,0.001242293,0.001332335,0.00111326,0.001286628],"domain_scores_gemma":[0.9946939,0.002888462,0.000561427,0.0006301131,0.0009362759,0.0002897697],"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":[0.9792998,0.001509224,0.00003219646,0.0005628039,0.00005422246,0.000004244288,0.004963577,0.00005063884,0.0006348954,0.0005228528,0.006774401,0.005591166],"study_design_scores_gemma":[0.9650648,0.01004936,0.00009102923,0.0003717638,0.00000160778,0.000007002649,0.000464601,0.01074799,0.00005792855,0.004211976,0.008643699,0.00028821],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004648625,0.000001670613,0.085722,0.003186125,0.00003154553,0.9104279,0.00005937986,0.00006610159,0.00004038872],"genre_scores_gemma":[0.0006025617,1.823011e-7,0.00480691,0.0002600556,0.0001477028,0.993618,0.00002047678,0.00002200432,0.0005220853],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0831901,"threshold_uncertainty_score":0.941129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188278117136609,"score_gpt":0.5079098663770232,"score_spread":0.3890820546633623,"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."}}