{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002123557,0.0002372459,0.0001878424,0.0004628954,0.003712953,0.002071667,0.001026801,0.00124192,0.003773748],"category_scores_gemma":[0.002952684,0.0002152484,0.0001935305,0.0004963498,0.00246518,0.001901395,0.004616274,0.001816548,0.0001646831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002803051,"about_ca_system_score_gemma":0.01464722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02322497,"about_ca_topic_score_gemma":0.08044548,"domain_scores_codex":[0.9985535,0.0007510142,0.00003319592,0.00004110172,0.00007603377,0.000545118],"domain_scores_gemma":[0.9979054,0.0007711151,0.0001798205,0.00004027125,0.0001435126,0.0009598943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003057227,0.003316778,0.2204031,0.001824752,0.00003966083,0.007179073,0.281352,0.0009473788,0.002670432,0.06325628,0.01187148,0.4068334],"study_design_scores_gemma":[0.0001384822,0.001502926,0.1456751,0.003750584,0.0000729386,0.001530705,0.7555892,0.0008829852,0.001090689,0.01482298,0.07488904,0.00005427708],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9117489,0.005973724,0.0006194448,0.04859574,0.000243018,0.0002155588,0.00004786504,0.00001700784,0.03253863],"genre_scores_gemma":[0.992451,0.003838594,0.0005739853,0.001254715,0.0000462707,0.00007648162,0.00001097935,0.000003095686,0.001744903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02322497,"threshold_uncertainty_score":0.04617959,"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."}}