{"id":"W4388509275","doi":"10.1186/s12978-023-01699-5","title":"Decision regret among couples experiencing infertility: a mixed methods longitudinal cohort study","year":2023,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development","keywords":"Regret; Reproductive medicine; Infertility; Medicine; Assisted reproductive technology; Demography; Cohort study; Cohort; Psychology; Gynecology; Pregnancy; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006585484,0.0003578545,0.0006662402,0.001096703,0.001993686,0.001305809,0.0006610718,0.0008021027,0.001697259],"category_scores_gemma":[0.01035765,0.0006171127,0.001261021,0.001561877,0.0003574817,0.00119796,0.001240886,0.001129027,0.0002539132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000942691,"about_ca_system_score_gemma":0.001067222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01628779,"about_ca_topic_score_gemma":0.02104078,"domain_scores_codex":[0.9972198,0.001498915,0.0002649067,0.0003510747,0.0003432691,0.000322055],"domain_scores_gemma":[0.9965506,0.0009729447,0.001302329,0.0003833862,0.0004500063,0.000340668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004254636,0.0003311744,0.9869372,0.0001069538,0.0003427198,0.0002379422,0.004915259,0.00003564631,0.0001408687,0.0001172605,0.0005108429,0.00589855],"study_design_scores_gemma":[0.0001252722,0.001795591,0.979155,0.0003162318,0.000399167,0.0006738485,0.01474858,0.0006305923,0.0001222231,0.000298414,0.001676891,0.00005818821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997165,0.001205566,0.0004439359,0.0002033285,0.00001801191,0.0001374853,0.0005659336,0.000005000615,0.0002557132],"genre_scores_gemma":[0.9964825,0.0008895321,0.0007879941,0.0003214225,0.00002653777,0.0004124176,0.0006548613,0.000005166994,0.0004196551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01628779,"threshold_uncertainty_score":0.03482777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08688596321765304,"score_gpt":0.4644699830906911,"score_spread":0.377584019873038,"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."}}