{"id":"W4254067927","doi":"10.21203/rs.2.22497/v5","title":"Association of Depression and Resilience with Fertility Quality of Life among patients presenting to the infertility Centre for treatment in Karachi, Pakistan","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Infertility; Fertility; Depression (economics); Resilience (materials science); Quality of life (healthcare); Psychological resilience; Association (psychology); Medicine; Depressive symptoms; Demography; Gynecology; Psychology; Psychiatry; Sociology; Environmental health; Population; Psychotherapist; Pregnancy; Biology; Economics; Anxiety","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":[0.0001921443,0.000124679,0.0002433484,0.0004314096,0.0007811207,0.0005941602,0.0002691613,0.0003819768,0.002774972],"category_scores_gemma":[0.001666781,0.0002057795,0.0002699152,0.0008038228,0.0004207918,0.00029861,0.0004345855,0.0007467314,0.0001452883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005806269,"about_ca_system_score_gemma":0.00119758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03647297,"about_ca_topic_score_gemma":0.03935922,"domain_scores_codex":[0.9998004,0.00003957989,0.00002121126,0.00002670871,0.00002815052,0.00008405452],"domain_scores_gemma":[0.9993124,0.0001638196,0.0002326211,0.00001490564,0.00006845135,0.0002077261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003039563,0.00004012182,0.9986717,0.00000847481,0.00001575763,0.0001252607,0.0003449162,0.00001494418,0.00003268379,0.00001490374,0.00009905076,0.0006018867],"study_design_scores_gemma":[0.000005289608,0.00005602345,0.9972072,0.00001083709,0.00001131842,0.0001789513,0.002350717,0.00005269626,0.000008287293,0.0000162591,0.00009851588,0.000003971485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994125,0.00005504671,0.00000682611,0.000132831,0.000004434947,0.000003722085,0.0001074664,4.195172e-7,0.000276761],"genre_scores_gemma":[0.9997949,0.00003987196,0.000009200571,0.00002474038,0.000003728259,0.000002844054,0.00004385803,1.873072e-7,0.00008073969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03647297,"threshold_uncertainty_score":0.07252139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08727856133682205,"score_gpt":0.4459077205529056,"score_spread":0.3586291592160835,"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."}}