{"id":"W4320063514","doi":"10.2196/43329","title":"Determining the Impact of the COVID-19 Pandemic on Availability, Use, and Readiness of Family Planning and Contraceptive Services at Selected Primary Health Care Facilities in Africa and Asia: Protocol for a Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"United Nations Development Programme; United Nations Population Fund; UNICEF; World Health Organization","keywords":"Family planning; Reproductive health; Protocol (science); Pandemic; Medicine; Health care; Family medicine; Coronavirus disease 2019 (COVID-19); Population; Nursing; Business; Environmental health; Economic growth; Alternative medicine; Research methodology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006750328,0.000219563,0.0006165036,0.0003814477,0.0003290466,0.00006193947,0.0001714318,0.0001064345,0.000003133422],"category_scores_gemma":[0.004403268,0.0001228129,0.00005515964,0.001107911,0.0004662432,0.0001543673,0.000420105,0.0004902316,1.672297e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008265405,"about_ca_system_score_gemma":0.001313751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009354664,"about_ca_topic_score_gemma":0.0003510169,"domain_scores_codex":[0.9950594,0.002681886,0.0005556352,0.0005855036,0.0005987966,0.0005188102],"domain_scores_gemma":[0.994134,0.004186926,0.0002766665,0.0005716278,0.0006367745,0.0001939795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007239167,0.0003381358,0.9192241,0.009790564,0.00005843052,0.000002451314,0.04962377,0.00001978474,0.007514112,0.000001787052,0.0006950678,0.00549263],"study_design_scores_gemma":[0.007066906,0.007731031,0.9651983,0.001275413,0.000005899403,0.00001008175,0.01568557,0.0001293504,0.0003785042,0.0000544789,0.002368,0.00009641043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4727959,0.000005667608,0.000004274411,0.0002727841,0.000001380002,0.5268257,0.00005647605,0.00002738349,0.00001047884],"genre_scores_gemma":[0.211251,6.319503e-7,0.00009959299,0.00003724023,0.00001652967,0.7884932,0.000006026587,0.00002070526,0.00007507703],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2616675,"threshold_uncertainty_score":0.5271441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4962323015147467,"score_gpt":0.6355499072343272,"score_spread":0.1393176057195805,"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."}}