{"id":"W3184091892","doi":"10.1503/cmaj.202391","title":"The use and impact of monoclonal antibody biologics during pregnancy","year":2021,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Calgary; Izaak Walton Killam Health Centre; University of Ottawa","funders":"","keywords":"Monoclonal antibody; Medicine; Pregnancy; Immunology; Monoclonal; Monoclonal antibody therapy; Quality of life (healthcare); Antibody; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009236226,0.000258151,0.001190132,0.0002287492,0.0003388775,0.000107375,0.0002104966,0.0008625898,0.0005310946],"category_scores_gemma":[0.01124734,0.0001472019,0.0006462306,0.0003585247,0.0001207237,0.0001141045,0.00003540589,0.001714723,0.00000990319],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265419,"about_ca_system_score_gemma":0.01535756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006534971,"about_ca_topic_score_gemma":0.0005980594,"domain_scores_codex":[0.9969241,0.0004353489,0.0009402978,0.0002044761,0.0009514037,0.0005443803],"domain_scores_gemma":[0.9955109,0.0008475743,0.0009012867,0.0002315199,0.0005011007,0.00200764],"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":[0.000004517277,0.00003221176,0.01066987,0.001009811,0.001268837,0.0008592012,0.00006458738,1.178725e-7,8.231762e-7,0.00004928199,0.006724368,0.9793164],"study_design_scores_gemma":[0.0005961285,0.00009694263,0.01260926,0.04470851,0.0005646936,0.006376448,0.00002867304,0.000007305461,3.61685e-7,0.00001060324,0.9348359,0.0001652194],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009920315,0.9968487,0.000009590059,0.001201559,0.0003962985,0.0002956315,0.0001149446,0.000008936864,0.0001322779],"genre_scores_gemma":[0.0003357564,0.9982865,0.00004311684,0.0001535396,0.0006153289,0.000009796498,0.0001001374,0.00002396515,0.0004318739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9791511,"threshold_uncertainty_score":0.9970813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05381822866637477,"score_gpt":0.3677739434242758,"score_spread":0.313955714757901,"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."}}