{"id":"W4401477145","doi":"10.1101/2024.08.09.24311634","title":"Digital technology as a tool to provide social support to individuals with cancer in low- and middle-income countries: a scoping review","year":2024,"lang":"en","type":"review","venue":"medRxiv","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; BC Children's Hospital; McGill University; Women's Health Research Institute; University of British Columbia","funders":"","keywords":"Psychological intervention; Social media; The Internet; Social support; Medicine; Cancer; Digital health; Breast cancer; Population; Internet privacy; Environmental health; World Wide Web; Political science; Psychology; Computer science; Nursing; Health care","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":[0.007932574,0.001175055,0.003214357,0.01645733,0.001338966,0.005199523,0.001477276,0.00286705,0.004460657],"category_scores_gemma":[0.03771431,0.0007802575,0.003960466,0.01574469,0.001283399,0.003642548,0.002474206,0.001520879,0.0005208279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004438491,"about_ca_system_score_gemma":0.0131481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009977464,"about_ca_topic_score_gemma":0.01541186,"domain_scores_codex":[0.9934069,0.002892723,0.001817026,0.0003887724,0.001212333,0.0002823865],"domain_scores_gemma":[0.9644142,0.02883842,0.003238548,0.0003541598,0.002823922,0.0003307602],"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":[0.0001115377,0.0000658291,0.001088227,0.8133619,0.001706246,0.0001675889,0.00128089,0.0001838671,0.0001584155,0.001569882,0.003799724,0.176506],"study_design_scores_gemma":[0.00002735371,0.00007497251,0.002053934,0.9529493,0.004455509,0.0002280232,0.001114877,0.00007766085,0.0001113815,0.0003596092,0.03852566,0.00002160193],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007731247,0.9974445,0.00009419129,0.0004599328,0.0001540003,0.0001719004,0.0000979527,0.000003500482,0.0008008005],"genre_scores_gemma":[0.006519344,0.9923831,0.0002870799,0.0002879046,0.00007165932,0.0002619362,0.00007812848,0.000002262674,0.000108596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01645733,"threshold_uncertainty_score":0.04195195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06727605578966565,"score_gpt":0.4847096766487171,"score_spread":0.4174336208590514,"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."}}