{"id":"W2903780342","doi":"10.3389/fpsyt.2018.00747","title":"Suicidality in People With Obsessive-Compulsive Symptoms or Personality Traits","year":2019,"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":"University of Saskatchewan","funders":"","keywords":"Depression (economics); Psychology; Mood; Psychiatry; Clinical psychology; Suicidal ideation; Big Five personality traits; Suicide attempt; Anxiety; Personality; Poison control; Suicide 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003347609,0.0003533006,0.0007365376,0.000282048,0.00007285419,0.00002963934,0.0003832389,0.000212829,0.001022533],"category_scores_gemma":[0.00002139859,0.0002767599,0.0001190769,0.0008511133,0.0001198559,0.0001858916,0.00005231939,0.0005151453,0.0001425359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511138,"about_ca_system_score_gemma":0.0001810647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381547,"about_ca_topic_score_gemma":0.006125927,"domain_scores_codex":[0.9975323,0.0002077291,0.0004797648,0.0007838458,0.000295145,0.0007012352],"domain_scores_gemma":[0.999108,0.0001062002,0.0001735188,0.0004588173,0.00005268425,0.0001007442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001417669,0.0004270806,0.9653993,0.00006945134,0.0002086945,0.00002846968,0.008615025,0.00001470336,0.000001972151,0.001082921,0.02172247,0.001012248],"study_design_scores_gemma":[0.0040464,0.0002972714,0.9667381,0.00004449596,0.00003529503,0.0000187037,0.02639512,0.00004451528,0.000001712157,0.001492,0.0004801546,0.0004062393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719516,0.002211353,0.0002905877,0.0008702999,0.009909245,0.000697231,0.00003143456,0.00007258696,0.01396569],"genre_scores_gemma":[0.9931037,0.0000249839,0.003503401,0.001126327,0.0002004752,0.0001178285,0.00001816812,0.00004536164,0.001859708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02124232,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130635162141891,"score_gpt":0.2749951865542478,"score_spread":0.2636888349328289,"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."}}