{"id":"W4416973601","doi":"10.1016/j.fertnstert.2025.07.803","title":"EXPANDING ACCESS TO ADOLESCENT CONTRACEPTIVE SERVICES IN URBAN SLUMS: LESSONS FROM COMMUNITY-BASED APPROACHES IN NIGERIA","year":2025,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fanshawe College","funders":"","keywords":"Family planning; Population; Developing country; Health services; Developed country","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001431999,0.0001575899,0.0003335857,0.0001298342,0.0004346012,0.0001846504,0.0004326926,0.0001533566,0.00003811443],"category_scores_gemma":[0.00008231222,0.0001520152,0.00003748688,0.0003724672,0.00022304,0.000303055,0.0002309427,0.0003480017,0.000002548491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339904,"about_ca_system_score_gemma":0.0001341192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01745432,"about_ca_topic_score_gemma":0.3492728,"domain_scores_codex":[0.9975929,0.001224749,0.0003279365,0.0003503992,0.0001694392,0.0003345656],"domain_scores_gemma":[0.9992516,0.0002906256,0.00004726354,0.000259483,0.00003592277,0.0001150894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002977994,0.0005259471,0.8797247,0.0002536394,0.00001530453,0.000002118892,0.1079311,0.000006231529,0.00008313863,0.00007892308,0.00004914349,0.008351726],"study_design_scores_gemma":[0.0004834443,0.00001258708,0.9597601,0.0003161895,0.000003726779,5.485807e-9,0.03647767,0.00005882892,0.0001737412,0.001466593,0.001107066,0.0001399979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899836,0.000293545,0.0001009017,0.006043096,0.0001617252,0.0005832394,0.00004465865,0.00004425151,0.002744995],"genre_scores_gemma":[0.9989249,0.00003114414,0.00006742606,0.0008123739,0.00001499238,0.00004075142,0.00002657469,0.000003771799,0.00007809809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3318185,"threshold_uncertainty_score":0.9890885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1388720785365987,"score_gpt":0.3573695317269323,"score_spread":0.2184974531903335,"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."}}