{"id":"W4401107666","doi":"10.1016/j.ssaho.2024.101039","title":"Systematic review of methods to discern antagonistic ties in social networks in community settings","year":2024,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interpersonal ties; Psychology; Generalizability theory; Comparability; Social psychology; Systematic review; Guideline; Applied psychology; Medicine; MEDLINE; Developmental psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006616961,0.0001302462,0.0005884996,0.0001770383,0.0006469794,0.0003676324,0.001192242,0.00005970617,0.0003216708],"category_scores_gemma":[0.0001810255,0.0001176028,0.0001088755,0.0008327006,0.0005827121,0.000359361,0.000563004,0.0003450528,0.00004864546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596141,"about_ca_system_score_gemma":0.00008661162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005765779,"about_ca_topic_score_gemma":0.005095813,"domain_scores_codex":[0.9963744,0.001962164,0.0008788648,0.0002163036,0.0001961374,0.0003721729],"domain_scores_gemma":[0.9990814,0.0005407193,0.0001753802,0.0001374036,0.00003511283,0.0000300235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002605852,0.0004811898,0.0001825541,0.2446924,0.00007048858,0.00001305404,0.09604469,0.000002790663,0.000002200068,0.6397142,0.01228965,0.006480666],"study_design_scores_gemma":[0.0006759811,0.001531372,0.008243342,0.6062014,0.0002524744,0.0000182814,0.2526994,0.0001495291,0.00001363194,0.123763,0.005343502,0.001108091],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05003298,0.04351825,0.0004305614,0.009383948,0.004783621,0.009226747,0.0003060538,0.0001734298,0.8821444],"genre_scores_gemma":[0.9930636,0.00005209967,0.0002545611,0.002214777,0.0001153602,0.0006137132,0.00001536774,0.00001927398,0.003651212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9430307,"threshold_uncertainty_score":0.8716172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2011748495439227,"score_gpt":0.5536417458512346,"score_spread":0.3524668963073119,"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."}}