{"id":"W4387541263","doi":"10.1080/17450128.2023.2262941","title":"Community perceptions about causes of suicide among young men in Botswana: an analysis based on fuzzy cognitive maps","year":2023,"lang":"en","type":"article","venue":"Vulnerable Children and Youth Studies","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Grand Challenges Canada","keywords":"Fuzzy cognitive map; Psychology; Cognition; Thematic analysis; Perception; Suicide prevention; Poison control; Gerontology; Developmental psychology; Medicine; Qualitative research; Fuzzy logic; Psychiatry; Sociology; Medical emergency; Fuzzy set; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001949592,0.0003015196,0.0002626998,0.005692284,0.001768891,0.001824188,0.0004563459,0.0004094595,0.001441042],"category_scores_gemma":[0.006087531,0.0002660055,0.0005150234,0.003704197,0.001380328,0.001052656,0.001844347,0.0003066992,0.00007653426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002862402,"about_ca_system_score_gemma":0.00141419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05067867,"about_ca_topic_score_gemma":0.06346732,"domain_scores_codex":[0.9991913,0.000410905,0.00005895492,0.00007291036,0.0001496596,0.000116282],"domain_scores_gemma":[0.9964812,0.002389172,0.000389816,0.0001129551,0.0004661102,0.0001606766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002453203,0.00009628878,0.4328919,0.0005306839,0.00008198166,0.001791499,0.5170638,0.001026068,0.002434868,0.002461806,0.0004520492,0.04092368],"study_design_scores_gemma":[0.00001138401,0.00008891332,0.3546965,0.0002267095,0.00005467321,0.0003179921,0.6374902,0.002926261,0.0003281785,0.001367027,0.00245849,0.00003364197],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981364,0.00005268262,0.0003498173,0.00009006922,0.000001938049,0.00003987277,0.00006526271,0.000003098829,0.001260953],"genre_scores_gemma":[0.9992229,0.00005562986,0.0005149494,0.000008555117,8.9415e-7,0.00002996702,0.00004825239,0.00000117896,0.0001176396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05067867,"threshold_uncertainty_score":0.1007674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05577450136577463,"score_gpt":0.3677876786992221,"score_spread":0.3120131773334475,"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."}}