{"id":"W7132916544","doi":"","title":"Evaluating Treatment of Antiphospholipid Syndrome during Pregnancy with Knowledge Synthesis Methods","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Pregnancy; Antiphospholipid syndrome; Systematic review; Adverse effect; Gestation; Disease; Preeclampsia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02788366,0.00229623,0.009328317,0.01854079,0.0008818859,0.005060101,0.00354062,0.001933126,0.01187089],"category_scores_gemma":[0.1113103,0.001244923,0.01535742,0.01123053,0.001075783,0.003148517,0.003156487,0.001839319,0.0005758873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008446374,"about_ca_system_score_gemma":0.02498731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100999,"about_ca_topic_score_gemma":0.01989609,"domain_scores_codex":[0.969525,0.01244546,0.01193724,0.001928221,0.003698854,0.0004651897],"domain_scores_gemma":[0.913238,0.06708838,0.01079322,0.001829043,0.006470369,0.0005809196],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001577261,0.00003008097,0.0007572505,0.9167711,0.01997685,0.0001144794,0.0003266194,0.0006188744,0.000109962,0.001082249,0.002282122,0.05777265],"study_design_scores_gemma":[0.0004372326,0.0002238304,0.00222776,0.8313206,0.1241522,0.0001707574,0.0004038763,0.0004642016,0.0003285783,0.002913249,0.03728354,0.00007420882],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.004162091,0.944966,0.008398723,0.004486643,0.0008560322,0.01648421,0.01473401,0.0001757557,0.005736465],"genre_scores_gemma":[0.09562215,0.7945328,0.05499785,0.004143838,0.0004802886,0.04290662,0.006206822,0.00006638847,0.001043342],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9721164,"threshold_uncertainty_score":0.1474647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09454065613374096,"score_gpt":0.4945759714665262,"score_spread":0.4000353153327852,"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."}}