{"id":"W3018301621","doi":"10.1007/s00737-020-01029-9","title":"Psychological coping strategies associated with improved mental health in the context of infertility","year":2020,"lang":"en","type":"article","venue":"Archives of Women s Mental Health","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Saskatchewan Health Research Foundation","keywords":"Infertility; Mental health; Coping (psychology); Psychology; Context (archaeology); Clinical psychology; Psychotherapist; Psychiatry; Medicine; Pregnancy; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003735758,0.0001414153,0.0001716205,0.0003178283,0.0004198514,0.0006738157,0.0001818807,0.000356041,0.00218231],"category_scores_gemma":[0.003173895,0.000107003,0.0002455413,0.000314248,0.0003630257,0.0002146842,0.000442122,0.0005317248,0.0000628029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002956773,"about_ca_system_score_gemma":0.0003979508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933645,"about_ca_topic_score_gemma":0.00444801,"domain_scores_codex":[0.9998068,0.0000871903,0.000009113432,0.00001366758,0.00002202484,0.00006127195],"domain_scores_gemma":[0.9993929,0.0001965915,0.0002086691,0.00002014087,0.00003913092,0.0001426098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001173173,0.001232577,0.9121352,0.0002584024,0.0003480482,0.001522191,0.009796622,0.0003946217,0.003972259,0.0009446483,0.0008269069,0.06739523],"study_design_scores_gemma":[0.00003078928,0.0002537334,0.9909734,0.00004807171,0.00006206546,0.000392771,0.006919234,0.0002481906,0.0001429667,0.0003044162,0.0006127032,0.00001167678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978002,0.0005245803,0.00004942276,0.0004030102,0.00001427786,0.00001222396,0.00003304968,0.000001126184,0.001162054],"genre_scores_gemma":[0.9994254,0.0002653182,0.00007294546,0.00004603825,0.000008834152,0.000006943276,0.00001867855,4.692872e-7,0.0001554153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00218231,"threshold_uncertainty_score":0.007300556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225092202479472,"score_gpt":0.3566366648401972,"score_spread":0.3143857428154025,"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."}}