{"id":"W4367173713","doi":"10.1002/hpm.3650","title":"Challenges in last mile distribution of family planning commodities: Effects on product availability and accessibility in Nigeria","year":2023,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto","funders":"","keywords":"Business; Distribution (mathematics); Last mile (transportation); Product (mathematics); Descriptive statistics; Marketing; Stock (firearms); IBM; Mile; Environmental health; Medicine; Geography","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":[0.0008008346,0.0001515356,0.0001809654,0.0003063929,0.0010437,0.0009223388,0.0003009157,0.0003726885,0.002675402],"category_scores_gemma":[0.002934662,0.0002681142,0.0001873144,0.0004859577,0.0007402513,0.0008061904,0.001113883,0.0007039781,0.0001216705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274383,"about_ca_system_score_gemma":0.001751174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01858878,"about_ca_topic_score_gemma":0.02999726,"domain_scores_codex":[0.9993353,0.0002526203,0.00004779814,0.00005387925,0.0001076357,0.0002026223],"domain_scores_gemma":[0.9975749,0.0009574853,0.00091728,0.00005128761,0.0001185768,0.0003805827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001349245,0.0002909518,0.9567509,0.0002537688,0.00002296898,0.001305023,0.01600502,0.0003362833,0.000573594,0.0007009467,0.0006112716,0.02301423],"study_design_scores_gemma":[0.000006451273,0.0003237358,0.9225733,0.0003373025,0.00001871609,0.001145901,0.07112961,0.0004733077,0.0003446419,0.0006105659,0.00301661,0.00001994192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978461,0.0003560079,0.00004840745,0.0004250327,0.000004119065,0.00001085324,0.00004063778,0.000001081703,0.001267709],"genre_scores_gemma":[0.9994604,0.0002504064,0.00007195712,0.00002792741,0.00000159001,0.000005696847,0.00001202437,4.908959e-7,0.0001695298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01858878,"threshold_uncertainty_score":0.03696114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0725032543887102,"score_gpt":0.3752729622660069,"score_spread":0.3027697078772967,"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."}}