{"id":"W4362558527","doi":"10.3390/healthcare11071026","title":"Assisted Reproductive Treatments, Quality of Life, and Alexithymia in Couples","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Spouse; Quality of life (healthcare); Psychology; Fertility; Psychological intervention; Affect (linguistics); Infertility; Clinical psychology; Promotion (chess); Developmental psychology; Medicine; Psychiatry; Pregnancy; Psychotherapist; Population; Environmental health","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":[0.0006103422,0.0001118683,0.0004816607,0.0002530896,0.00005115494,0.000002569712,0.00004054065,0.000123654,0.000006177174],"category_scores_gemma":[0.001643569,0.000092807,0.00003426728,0.0007432451,0.0001548006,0.00004123851,0.00004559668,0.0001949132,0.000009218919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009383761,"about_ca_system_score_gemma":0.0002599559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345013,"about_ca_topic_score_gemma":0.0003012934,"domain_scores_codex":[0.9984699,0.00009576725,0.0004640736,0.0005042535,0.0001892715,0.0002767421],"domain_scores_gemma":[0.9989368,0.00009658898,0.000148553,0.0005467906,0.0001415664,0.0001296956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003682969,0.00008673339,0.9682036,0.0012814,0.00002591344,0.00001796525,0.0003780423,3.736187e-7,0.0006636364,0.001510911,0.0003197177,0.02714339],"study_design_scores_gemma":[0.0009306095,0.0003425634,0.9942306,0.0001501913,0.000006305761,0.00001070179,0.001837659,0.00000773516,0.0007319479,0.001183389,0.0005037512,0.00006459811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670542,0.005288254,9.963944e-7,0.0263436,0.00008720221,0.0006870777,0.00002802406,0.0002126796,0.0002979631],"genre_scores_gemma":[0.9964063,0.002562911,0.0003568088,0.0002087206,0.00006094361,0.00007346845,0.00004195939,0.0000134711,0.0002754157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02935209,"threshold_uncertainty_score":0.3784559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517215975982767,"score_gpt":0.4178585846251792,"score_spread":0.2661369870269025,"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."}}