{"id":"W2980721826","doi":"10.3390/ijerph16203970","title":"Suicidality in Women with Adjustment Disorder and Depressive Episodes Attending an Irish Perinatal Mental Health Service","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Medicine; Suicidal ideation; Perinatal period; Depression (economics); Psychiatry; Stressor; Population; Mental health; Cohort; Pregnancy; Poison control; Suicide prevention; Emergency medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005058624,0.0001576899,0.0002832329,0.0006915452,0.0004826693,0.0005290648,0.0002929659,0.0002712074,0.0009251698],"category_scores_gemma":[0.002302903,0.0003005757,0.000267298,0.0007829925,0.0002711327,0.0002526136,0.0004585679,0.0004638238,0.0001536268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006907093,"about_ca_system_score_gemma":0.0005211848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02933686,"about_ca_topic_score_gemma":0.03631498,"domain_scores_codex":[0.999563,0.0001403838,0.00005926282,0.00005114331,0.00007972235,0.0001065069],"domain_scores_gemma":[0.9994241,0.00007285498,0.0003095936,0.00002762735,0.00005358088,0.0001121493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004750809,0.00003170739,0.9983785,0.000006251783,0.00001187582,0.0001558797,0.0002350936,0.000005529922,0.0000667581,0.000007325118,0.00006909038,0.0009843693],"study_design_scores_gemma":[0.000006368972,0.00009253981,0.9982324,0.00001201901,0.000008793885,0.0005208305,0.0009651363,0.00003222553,0.00002409027,0.000007529948,0.00009575437,0.000002337528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994252,0.0001140863,0.00001389457,0.00003353393,0.00000333814,0.00001379757,0.00008884628,8.080532e-7,0.0003065698],"genre_scores_gemma":[0.999403,0.0001711089,0.00004506509,0.00004420509,0.000004574009,0.0000169651,0.0001390253,7.369709e-7,0.0001754221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02933686,"threshold_uncertainty_score":0.0583322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04184517290373895,"score_gpt":0.3784343490458379,"score_spread":0.336589176142099,"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."}}