{"id":"W4280536948","doi":"10.26719/emhj.22.011","title":"Indirect effects of COVID-19 pandemic on reproductive, maternal, newborn and child health services in Pakistan","year":2022,"lang":"en","type":"article","venue":"Eastern Mediterranean Health Journal","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Mennonite University; University of Manitoba; Manitoba Health","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Child health; Environmental health; Child care; Demography; Pediatrics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004618843,0.0003165747,0.0009489655,0.00101118,0.0005378839,0.00003817373,0.000225372,0.00006438079,0.0001261503],"category_scores_gemma":[0.0002987242,0.0002891955,0.0001044316,0.000572012,0.00008243493,0.0001737582,0.0001308073,0.001555571,0.000004361737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001867964,"about_ca_system_score_gemma":0.001438064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613148,"about_ca_topic_score_gemma":0.0002343422,"domain_scores_codex":[0.9949243,0.00124563,0.001232424,0.0007502894,0.001153802,0.0006935677],"domain_scores_gemma":[0.9966587,0.000200993,0.0012387,0.0006194037,0.00006445969,0.001217725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004602283,0.0007310333,0.7516012,0.01202677,0.0001262992,0.0005161304,0.04123525,0.0003429242,0.0003359662,0.000007434171,0.0009123859,0.1875624],"study_design_scores_gemma":[0.01451036,0.01179542,0.8984659,0.004635231,0.00006507248,0.02224464,0.00689211,0.0004408781,0.0001985535,0.0003301394,0.03995211,0.0004695572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372166,0.006700692,0.000116335,0.05262047,0.001806272,0.001393063,0.00002941482,0.00007788517,0.00003925826],"genre_scores_gemma":[0.9737414,0.001529706,0.0001955737,0.02296665,0.001326081,0.00003440445,0.00002731212,0.00006002334,0.0001188849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1870928,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04559486924930525,"score_gpt":0.3839394108476469,"score_spread":0.3383445415983417,"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."}}