{"id":"W4401993411","doi":"10.1001/jamanetworkopen.2024.30913","title":"Adverse Pregnancy Outcomes in Solid Organ Transplant Recipients","year":2024,"lang":"en","type":"review","venue":"JAMA Network Open","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solid organ; Organ transplantation; Pregnancy; Obstetrics; Adverse effect; Medicine; Intensive care medicine; Transplantation; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00752462,0.0003686944,0.001335948,0.003745426,0.0002505668,0.001315494,0.0004459575,0.0006635329,0.002624649],"category_scores_gemma":[0.04043659,0.0002607221,0.001444094,0.005431321,0.0004511106,0.001113953,0.0006997832,0.0007716546,0.0002164126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000687046,"about_ca_system_score_gemma":0.001632924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898532,"about_ca_topic_score_gemma":0.00233007,"domain_scores_codex":[0.992455,0.003389461,0.002529534,0.0003818326,0.0011606,0.00008343547],"domain_scores_gemma":[0.951775,0.03198142,0.01449553,0.0003679792,0.001143194,0.0002368451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001939738,0.00007438197,0.205193,0.3271946,0.00838179,0.001414216,0.001299545,0.0009616489,0.0009716739,0.001773995,0.008839136,0.4419563],"study_design_scores_gemma":[0.001005975,0.001140115,0.5366473,0.3491828,0.02054852,0.01117356,0.002283218,0.001155201,0.001366091,0.007790995,0.06751638,0.0001899112],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02449905,0.9663352,0.0009845456,0.003196746,0.0002389764,0.0002144988,0.002350639,0.00001746341,0.002162878],"genre_scores_gemma":[0.3010062,0.6915054,0.003029951,0.001387634,0.0006286199,0.0005479985,0.001572643,0.00001085366,0.000310602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00752462,"threshold_uncertainty_score":0.0397945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07986691474157794,"score_gpt":0.4186454462786604,"score_spread":0.3387785315370825,"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."}}