{"id":"W2613960323","doi":"10.1037/abn0000273","title":"Examination of real-time fluctuations in suicidal ideation and its risk factors: Results from two ecological momentary assessment studies.","year":2017,"lang":"en","type":"article","venue":"Journal of Abnormal Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":825,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Suicidal ideation; Loneliness; Psychology; Clinical psychology; Suicide prevention; Poison control; Psychiatry; Injury prevention; Medicine; Medical emergency","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":[0.001696484,0.0001929384,0.0006207003,0.0003226617,0.0002193747,0.00002330007,0.0003029756,0.0001644024,0.0002434933],"category_scores_gemma":[0.0006454265,0.0001545359,0.00009885176,0.00008838718,0.0001852596,0.000378471,0.0001013956,0.0004200627,0.00001423434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009761773,"about_ca_system_score_gemma":0.00002823094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006078501,"about_ca_topic_score_gemma":0.0002271953,"domain_scores_codex":[0.9974712,0.0005553714,0.001160453,0.0002992057,0.0002506721,0.0002631679],"domain_scores_gemma":[0.9964371,0.001043161,0.001803987,0.0003259132,0.0003132522,0.00007652592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001969604,0.001230287,0.9557908,0.00001407906,0.001781125,0.000267332,0.01454337,0.000221337,0.01056837,0.0006875419,0.003336884,0.009589249],"study_design_scores_gemma":[0.005210215,0.0009618149,0.9899037,0.00001304988,0.0001288245,0.00002776687,0.001878532,0.00007611603,0.0001159585,0.00151944,0.00003755499,0.0001270614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904876,0.0006583543,0.0000323771,0.0009434033,0.0009900994,0.0001935211,0.0000789,0.000009162986,0.006606626],"genre_scores_gemma":[0.9973015,0.001765894,0.0004554484,0.00007571154,0.0002720823,0.000006899124,0.00001981743,0.0000112526,0.00009136232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03411285,"threshold_uncertainty_score":0.6301792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07442584409363545,"score_gpt":0.4175503111298567,"score_spread":0.3431244670362212,"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."}}