{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07590851,0.005629977,0.01068961,0.004656065,0.005543153,0.007075809,0.004549747,0.009448457,0.09276191],"category_scores_gemma":[0.07063173,0.003876877,0.007171682,0.004916544,0.00493985,0.005115258,0.003805306,0.01023314,0.01051561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008281449,"about_ca_system_score_gemma":0.03221368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00412056,"about_ca_topic_score_gemma":0.007084723,"domain_scores_codex":[0.9450893,0.03517467,0.007053949,0.003091105,0.004997498,0.004593478],"domain_scores_gemma":[0.965304,0.01288157,0.00567132,0.004482921,0.007929915,0.003730333],"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":[0.5923351,0.03977105,0.001843908,0.1439755,0.003751934,0.001105267,0.007262861,0.005816748,0.00338345,0.02184769,0.03628567,0.1426208],"study_design_scores_gemma":[0.7862986,0.05291121,0.003486176,0.03296768,0.001967838,0.0001453828,0.002809527,0.003722576,0.002258727,0.01116467,0.1019472,0.0003204821],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004646735,0.00007294452,0.0005038652,0.00005950334,0.00009076707,0.9983028,0.0002321442,0.00002120003,0.0002520379],"genre_scores_gemma":[0.0004282352,0.00003686524,0.00108054,0.00003875936,0.000009537448,0.9983031,0.00001908387,0.000001522732,0.00008245866],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09276191,"threshold_uncertainty_score":0.4014474,"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."}}