{"id":"W4417153585","doi":"10.1177/00332941251400723","title":"The Relationship Between Attitudes Toward Suicide and Suicidal Ideation and Attempts Among Chinese College Students: The Mediating Role of Depression","year":2025,"lang":"en","type":"article","venue":"Psychological Reports","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Suicidal ideation; Suicide prevention; Depression (economics); Suicide ideation; Human factors and ergonomics; Poison control; Injury prevention","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":[0.001524356,0.00019133,0.0003209833,0.00006889692,0.0005565313,0.00005439488,0.0002021067,0.0001705281,0.00001913052],"category_scores_gemma":[0.002299884,0.00009712701,0.00006746167,0.0003092217,0.0003833187,0.00007736315,0.0002260652,0.0003134845,0.000002150434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001665119,"about_ca_system_score_gemma":0.000008070079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002084457,"about_ca_topic_score_gemma":0.0001168227,"domain_scores_codex":[0.9979143,0.0003106602,0.0007064785,0.0004751814,0.0003294469,0.0002639779],"domain_scores_gemma":[0.9948182,0.00422446,0.0003775998,0.0004344968,0.00008271803,0.0000625235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005652263,0.00006651449,0.995353,0.00001083305,0.0001118908,0.0000263714,0.0008910899,8.874073e-7,0.00007361729,0.0008783859,0.0002687638,0.002262091],"study_design_scores_gemma":[0.0003367278,0.00006008139,0.9814494,0.00001954143,0.00006394277,0.00002626283,0.001091603,0.000002089249,0.00001929802,0.01677633,0.0000584346,0.00009633019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875495,0.00559817,0.00004688028,0.0008140813,0.0003207103,0.0005031765,0.000007222492,0.00004957605,0.005110623],"genre_scores_gemma":[0.9991887,0.00008482028,0.0000397413,0.0001492188,0.00008986691,0.0001177673,0.000008789882,0.000009604869,0.0003114658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01589795,"threshold_uncertainty_score":0.4280445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04824402339674535,"score_gpt":0.408576767072268,"score_spread":0.3603327436755227,"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."}}