{"id":"W2885472120","doi":"10.1007/s11920-018-0944-5","title":"Women With Mental Illness Seeking Assisted Reproduction Considerations in Ethical Candidate Selection","year":2018,"lang":"en","type":"review","venue":"Current Psychiatry Reports","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mental illness; Psychiatry; Psychology; Selection (genetic algorithm); Clinical psychology; Mental health; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001267194,0.0004924812,0.001506044,0.0006305415,0.0003122117,0.00004601388,0.00005753058,0.0006749063,0.0000727213],"category_scores_gemma":[0.0006491775,0.0003692921,0.0001512218,0.001056339,0.000244803,0.0001092704,0.00005416029,0.002182762,0.00001278144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008808687,"about_ca_system_score_gemma":0.00282965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003224375,"about_ca_topic_score_gemma":0.0001021687,"domain_scores_codex":[0.9957058,0.0002080634,0.001421949,0.001661221,0.000451517,0.0005514105],"domain_scores_gemma":[0.9972536,0.00003352027,0.0011634,0.001106827,0.0002611711,0.0001814817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001587384,0.0008376702,0.01838006,0.03137106,0.0003330427,0.0002267609,0.0003757501,5.646193e-7,0.000003144257,0.0002604781,0.01296417,0.9350886],"study_design_scores_gemma":[0.0003954418,0.0004512639,0.00214145,0.01587377,0.0004063723,0.01974161,0.0001219533,0.000002359521,0.000003784078,0.0005997644,0.9597954,0.0004668192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005542506,0.9817678,0.00005053734,0.00139061,0.007935674,0.002677501,0.000009154731,0.0003785974,0.0002476458],"genre_scores_gemma":[0.004744168,0.9912026,0.0008384587,0.00006289714,0.001653199,0.001001359,0.0002880325,0.00008074397,0.0001285333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9468312,"threshold_uncertainty_score":0.9998759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07199142676497303,"score_gpt":0.3966209827141993,"score_spread":0.3246295559492263,"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."}}