{"id":"W3196864234","doi":"10.3389/fpsyt.2021.727663","title":"Research on Psychache in Suicidal Population: A Bibliometric and Visual Analysis of Papers Published During 1994–2020","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nanjing Medical Science and Technique Development Foundation; Jiangsu Provincial Medical Center; Government of Jiangsu Province; Jiangsu Commission of Health","keywords":"Suicidology; Introspection; Population; Psychology; Depression (economics); China; Psychiatry; Medicine; Demography; Suicide prevention; Poison control; Sociology; Political science; Law; Environmental health","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":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.001049536,0.000197667,0.0006570729,0.04165893,0.0001132331,0.00006151766,0.0002053247,0.0002245804,0.0006860433],"category_scores_gemma":[0.0001459647,0.000202465,0.0001624855,0.1068544,0.000107885,0.0001337188,0.0001029241,0.0006001442,0.000005342756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000948692,"about_ca_system_score_gemma":0.00005637735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009520511,"about_ca_topic_score_gemma":0.002029615,"domain_scores_codex":[0.9970143,0.0004841584,0.0006414495,0.0007514897,0.0005516211,0.0005569625],"domain_scores_gemma":[0.9990993,0.0001810413,0.0001233626,0.000411667,0.00008424469,0.0001004012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003632736,0.0005075698,0.9752602,0.00004846269,0.0008708035,0.00004700544,0.0009367468,0.00005606634,0.00002285021,0.0003649409,0.02014242,0.001379649],"study_design_scores_gemma":[0.00155639,0.0001126628,0.9838096,0.00001621695,0.0001179639,0.000003955764,0.01337775,0.0001438391,0.000009185223,0.0005547488,0.000115053,0.0001826526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733651,0.009577844,0.0000194696,0.001206313,0.004847305,0.0001724538,0.00001490796,0.0000236802,0.01077291],"genre_scores_gemma":[0.9979278,0.0003521486,0.000840282,0.0002037648,0.0001839219,0.00004559657,0.00004667203,0.0000239604,0.0003758231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06519549,"threshold_uncertainty_score":0.9692031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0320360201942507,"score_gpt":0.3797489987720655,"score_spread":0.3477129785778147,"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."}}