{"id":"W2124698075","doi":"10.1177/1091592302239621","title":"When Joy Becomes Grief","year":2002,"lang":"en","type":"review","venue":"AWHONN Lifelines","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Loneliness; Grief; Anxiety; Psychology; Depression (economics); Psychotherapist; Developmental psychology; Social psychology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001639492,0.000530608,0.002046356,0.0002039281,0.0001030257,0.00003115101,0.0002383853,0.0003878201,0.0001780553],"category_scores_gemma":[0.00009100765,0.00037763,0.0005464351,0.0001494966,0.00005678489,0.00006758273,0.0001040092,0.0005339684,0.002251813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008319786,"about_ca_system_score_gemma":0.000147298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005067642,"about_ca_topic_score_gemma":0.000005872458,"domain_scores_codex":[0.9976209,0.0001089634,0.0009883142,0.0004715675,0.0003283237,0.0004818791],"domain_scores_gemma":[0.9984483,0.0001772001,0.0003449213,0.0006195481,0.00006497057,0.0003450809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000024571,0.000174282,0.0002182779,0.2673133,0.0001980681,0.000248073,0.00009846439,3.069046e-8,2.66574e-8,0.00001933143,0.03382787,0.6978777],"study_design_scores_gemma":[0.0002631466,0.0001308988,0.00001902558,0.1415337,0.000665142,0.0005207282,0.000003974199,0.000001822959,0.000001569826,0.0000712797,0.8565085,0.0002802144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001231734,0.9931443,0.000003256167,0.0006846152,0.00428567,0.000999619,0.00007996755,0.0001712633,0.000618993],"genre_scores_gemma":[0.000006403092,0.9198319,0.0004338207,0.0004806577,0.04884744,0.0001530439,0.0001807623,0.00009496037,0.02997098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8226807,"threshold_uncertainty_score":0.9998676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039069768391306,"score_gpt":0.3837664620004211,"score_spread":0.2798594851612906,"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."}}