{"id":"W4248225861","doi":"10.21203/rs.2.22497/v1","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":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Infertility; Fertility; Depression (economics); Resilience (materials science); Association (psychology); Quality of life (healthcare); Psychological resilience; Depressive symptoms; Demography; Medicine; Psychology; Psychiatry; Environmental health; Sociology; Psychotherapist; Population; Biology; Economics; Pregnancy; 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":[0.000316775,0.00009629487,0.000195645,0.0004201775,0.0005466013,0.0004277042,0.0001821612,0.000237242,0.002358535],"category_scores_gemma":[0.001401674,0.000121962,0.0001982422,0.0005456845,0.0003019912,0.0002276499,0.000359595,0.00045192,0.00007988793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003385618,"about_ca_system_score_gemma":0.0006015908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008094952,"about_ca_topic_score_gemma":0.01173943,"domain_scores_codex":[0.999737,0.00007104572,0.00003263542,0.00002980463,0.0000510599,0.00007855874],"domain_scores_gemma":[0.9991215,0.0001706657,0.0004275614,0.00001467944,0.00007578259,0.0001898125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002217352,0.00003204811,0.9979879,0.0000211974,0.00001597843,0.0001290041,0.0002502551,0.00001585568,0.00004754837,0.00001340886,0.0001072873,0.001357391],"study_design_scores_gemma":[0.000003557128,0.0000791746,0.9979597,0.00002514071,0.000009700134,0.0003476274,0.001338047,0.00005564046,0.00001690245,0.00001660134,0.0001446624,0.000003218637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991867,0.0002409086,0.00001346402,0.0001504373,0.000003861231,0.000006493202,0.00009233785,6.507407e-7,0.0003052659],"genre_scores_gemma":[0.9998141,0.00006943112,0.0000150146,0.000023952,0.000002983492,0.000003296047,0.00003218864,1.15544e-7,0.00003900149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008094952,"threshold_uncertainty_score":0.0160957,"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."}}