{"id":"W2995654596","doi":"10.7189/jogh.09.020420","title":"Reported evidence on the effectiveness of mass media interventions in increasing knowledge and use of family planning in low and middle-income countries: a systematic mixed methods review","year":2019,"lang":"en","type":"review","venue":"Journal of Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Public Health Ontario; Hospital for Sick Children; SickKids Foundation; University of Toronto; McGill University","funders":"","keywords":"Psychological intervention; Medicine; Thematic analysis; Systematic review; Critical appraisal; Mass media; Family planning; Data extraction; Family medicine; Meta-analysis; Grey literature; Population; MEDLINE; Environmental health; Qualitative research; Alternative medicine; Nursing; Political science; Sociology; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.0261505,0.0003152083,0.005258672,0.0002699732,0.00003188233,0.00001582959,0.000180651,0.0001630974,0.000001513427],"category_scores_gemma":[0.007407209,0.0001787517,0.0003879821,0.0006690645,0.00009037939,0.0001197042,0.00007772577,0.0006363674,7.916943e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223994,"about_ca_system_score_gemma":0.001748448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000539435,"about_ca_topic_score_gemma":0.00004866339,"domain_scores_codex":[0.9856429,0.009458178,0.003941903,0.0002404546,0.0004371869,0.0002793797],"domain_scores_gemma":[0.9854372,0.009253969,0.004425371,0.0003292832,0.0003380296,0.000216216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004094257,0.00009722724,0.009139536,0.9852244,0.0001598144,0.00007488744,0.00007111712,7.082442e-7,2.400928e-7,0.0002015134,0.00001025224,0.00461086],"study_design_scores_gemma":[0.0005208934,0.0006743735,0.1011875,0.8947405,0.0008242717,0.001475083,0.000061971,0.000007166997,2.124929e-7,0.0000703472,0.000348708,0.00008903073],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0385289,0.9584361,0.00007439825,0.0001216209,0.0003149041,0.002464453,0.00003959516,0.000003214665,0.00001678073],"genre_scores_gemma":[0.01642567,0.9826092,0.0007522133,0.0001484488,0.00003100773,0.00001463816,0.000002593127,0.00001457536,0.000001723618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09204793,"threshold_uncertainty_score":0.9063295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2020220647563696,"score_gpt":0.5035508705849727,"score_spread":0.3015288058286032,"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."}}