{"id":"W4385669862","doi":"10.1192/j.eurpsy.2023.1348","title":"Female infertility, Alexithymia and Stress","year":2023,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Psychological Treatments and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Psychology; Mentalization; Psychosomatics; Infertility; Clinical psychology; Toronto Alexithymia Scale; Correlation; Psychiatry; Pregnancy; Psychotherapist","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002443404,0.0001846499,0.0001489112,0.00009873391,0.0001304055,0.00004321282,0.0002023318,0.00005607866,0.002099941],"category_scores_gemma":[0.0000183856,0.0001509602,0.00007254037,0.0003140407,0.000116946,0.000049654,0.0001124521,0.0001520954,0.006043055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005324141,"about_ca_system_score_gemma":0.000007568593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001188405,"about_ca_topic_score_gemma":0.000009037371,"domain_scores_codex":[0.9985462,0.0002310096,0.0002222632,0.0005085567,0.000115199,0.0003767373],"domain_scores_gemma":[0.9992554,0.00004117935,0.00005558822,0.0004813274,0.00001169578,0.0001547777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005971085,0.0003410986,0.9184483,0.00001736143,0.00008134684,0.00007650688,0.001767822,0.000001628301,0.000007733539,0.0115587,0.06232782,0.005311971],"study_design_scores_gemma":[0.00102249,0.0001433871,0.9708654,0.00004566846,0.000009110817,0.000009141716,0.002598891,0.000001842237,5.961123e-7,0.002699046,0.02243042,0.0001739497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5628707,0.0008808803,0.0000179363,0.0009792347,0.001453202,0.0001022718,0.00004210598,0.0002948309,0.4333588],"genre_scores_gemma":[0.9810209,0.00002581631,0.0001782745,0.001359591,0.0002392412,0.00001380536,0.00004572214,0.00004471198,0.01707197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4181502,"threshold_uncertainty_score":0.9988123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399598741382486,"score_gpt":0.3302450902323866,"score_spread":0.290285216094138,"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."}}