{"id":"W3164398178","doi":"10.1371/journal.pone.0252492","title":"Is social support related to better mental health, treatment continuation and success rates among individuals undergoing in-vitro fertilization? Systematic review and meta-analysis protocol","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychological intervention; Social support; Protocol (science); Meta-analysis; Psychology; Systematic review; MEDLINE; Clinical psychology; Medicine; Psychiatry; Social psychology; Alternative medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005078849,0.0001534967,0.001687451,0.0002035199,0.0001180938,0.00003261571,0.00003056624,0.00006791316,0.0001052432],"category_scores_gemma":[0.000339609,0.0001128191,0.0001061369,0.0006804403,0.000040155,0.0001021447,0.00003886244,0.00008542147,0.000003575447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347358,"about_ca_system_score_gemma":0.0001145427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003565934,"about_ca_topic_score_gemma":0.00006198466,"domain_scores_codex":[0.9982261,0.0002217567,0.0006814016,0.0004119837,0.0002676134,0.0001911572],"domain_scores_gemma":[0.9992009,0.000062865,0.0002681498,0.0002363369,0.0001462069,0.00008551167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001359216,0.002682465,0.4646772,0.3966776,0.1267349,0.00003315386,0.006445211,4.232964e-7,0.001917353,0.00006758855,0.0003874039,0.0002408091],"study_design_scores_gemma":[0.006493317,0.001744327,0.2581318,0.01033134,0.6086242,0.00003424999,0.00188789,0.0001194109,0.1112379,0.0005952277,0.00003803166,0.0007623485],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7325954,0.009289728,0.00001426626,0.1261386,0.000005534206,0.1317171,0.00006030574,0.0001051721,0.00007393245],"genre_scores_gemma":[0.8922175,0.001110803,0.00171192,0.006352104,0.00001420554,0.09700853,0.0002847606,0.00003076224,0.001269385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4818893,"threshold_uncertainty_score":0.4600629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015575240722265,"score_gpt":0.3774062835304573,"score_spread":0.2758487594582308,"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."}}