{"id":"W4392197175","doi":"10.1111/ppe.13056","title":"Vascular health after assisted reproduction: A stroke of bad luck?","year":2024,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Women's College Hospital; University of Toronto; McGill University","funders":"","keywords":"Medicine; Luck; Stroke (engine); Reproduction; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390122,0.0001461486,0.0006715496,0.0001317374,0.00006081894,0.000002854839,0.00004045951,0.0001211749,0.0001051758],"category_scores_gemma":[0.0009543844,0.0001113698,0.000180547,0.0002088897,0.0001872173,0.00005276219,0.00008338109,0.0002650595,0.00001416443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002922021,"about_ca_system_score_gemma":0.00009659736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001104107,"about_ca_topic_score_gemma":0.000006542275,"domain_scores_codex":[0.9984373,0.0002669528,0.0004651743,0.0004676097,0.00008331305,0.0002796026],"domain_scores_gemma":[0.99883,0.0006567551,0.00007851209,0.000281518,0.00003701131,0.0001162711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004518472,0.00008499627,0.6407778,0.005630313,0.0007153973,0.0001583072,0.001188354,0.00000526101,0.00004244496,0.005985876,0.00662438,0.3383351],"study_design_scores_gemma":[0.0005347496,0.0006558826,0.8081627,0.0002210225,0.0001659114,0.0005083797,0.00007330268,0.0002070578,0.00001812668,0.0009277205,0.1883751,0.0001499645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2113263,0.7733308,0.00118412,0.01149032,0.0007978908,0.0003041475,0.000071469,0.0001090314,0.001385933],"genre_scores_gemma":[0.9644235,0.03123915,0.002225132,0.0006444067,0.000594227,0.00005985344,0.00001704678,0.00001333416,0.0007833021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7530973,"threshold_uncertainty_score":0.4541529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340187840754834,"score_gpt":0.3237253593251169,"score_spread":0.2903234809175686,"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."}}