{"id":"W4399882663","doi":"10.21203/rs.3.rs-4524141/v1","title":"Provision of Adolescent Mental, Sexual and Reproductive Health Services and Technical Efficiency of Health Facilities in the Use of Resources Mobilized to Provide ASRH Services in Niger: The Case of Maradi and Niamey Regions","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Reproductive health; Mental health; Business; Health services; Medicine; Psychiatry; Environmental health; Population","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":[0.001321373,0.0002432349,0.0002601058,0.00124075,0.001146354,0.00226327,0.0007056617,0.0006488563,0.002059736],"category_scores_gemma":[0.004042875,0.000353384,0.0003374683,0.001920542,0.001331359,0.001681015,0.002199116,0.0009033232,0.0001109647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004304989,"about_ca_system_score_gemma":0.002735934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08621416,"about_ca_topic_score_gemma":0.1281976,"domain_scores_codex":[0.9987288,0.0005745406,0.0000723597,0.00008676426,0.00007973212,0.0004577541],"domain_scores_gemma":[0.9968243,0.001328873,0.001191025,0.00008789327,0.0001914789,0.0003765338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000141352,0.0002073642,0.956673,0.0001699082,0.00008904127,0.005580985,0.01645798,0.00197753,0.0006557522,0.007488907,0.0003969578,0.01016123],"study_design_scores_gemma":[0.00001643219,0.0001302369,0.8961756,0.000552089,0.00007573793,0.001329453,0.09553555,0.003048389,0.0003538856,0.0008675107,0.001886603,0.00002851544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984165,0.0002390654,0.00006165024,0.0003082344,0.000001640639,0.00001086478,0.00003723221,5.221909e-7,0.000924148],"genre_scores_gemma":[0.9994735,0.0002947651,0.0000671368,0.00001874644,0.000001446141,0.000005900575,0.00001676889,4.562035e-7,0.0001213427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08621416,"threshold_uncertainty_score":0.1714247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07202639900112205,"score_gpt":0.4080357735380204,"score_spread":0.3360093745368983,"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."}}