{"id":"W4381619644","doi":"10.1093/humrep/dead093.036","title":"O-036 Are male infertility patients and male partners to infertility patients impacted differently by fertility challenges?","year":2023,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infertility; Male infertility; Distress; Fertility; Medicine; Mental health; Family medicine; Unexplained infertility; Demography; Gynecology; Psychiatry; Population; Clinical psychology; Pregnancy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006757284,0.0003583829,0.0005775147,0.0003029403,0.0003598011,0.00003545131,0.0001324256,0.0002436287,0.0001182027],"category_scores_gemma":[0.002851242,0.0003252324,0.00009170928,0.0005881635,0.0002299699,0.0002269564,0.0002439306,0.000424105,0.0001030574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706595,"about_ca_system_score_gemma":0.00003700784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146503,"about_ca_topic_score_gemma":0.00005132588,"domain_scores_codex":[0.996205,0.0001557835,0.0006523715,0.001787612,0.0005280082,0.0006712677],"domain_scores_gemma":[0.9970712,0.00003290304,0.0002440094,0.001673674,0.000600552,0.0003776473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006106565,0.0009203621,0.9688997,0.000472033,0.00003808987,0.000002724912,0.0004004349,6.975736e-7,0.001401922,0.00001432545,0.006020909,0.02121812],"study_design_scores_gemma":[0.001373778,0.0008284462,0.9904495,0.00006396176,0.00004150817,0.00000408891,0.0002340037,0.000004284441,0.003484555,0.0004579771,0.002801138,0.0002567655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923134,0.0004106088,0.000003658211,0.003273833,0.0004010542,0.002035013,0.00005482838,0.0007976088,0.0007099241],"genre_scores_gemma":[0.9976355,0.0001455422,0.00002763464,0.0001215796,0.0001183745,0.0002100253,0.0004395269,0.00003850444,0.001263322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02154977,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0664101759724671,"score_gpt":0.3458588267027041,"score_spread":0.2794486507302369,"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."}}