{"id":"W2155433659","doi":"10.1001/jama.295.9.1050","title":"Management of Antiphospholipid Antibody Syndrome","year":2006,"lang":"en","type":"article","venue":"JAMA","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":445,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Antiphospholipid syndrome; Warfarin; Thrombosis; Venous thrombosis; Internal medicine; Pregnancy; Lupus anticoagulant; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002557826,0.00008941854,0.0002729342,0.000113134,0.00002108685,0.00001136717,0.0001113744,0.00006524862,0.0002126501],"category_scores_gemma":[0.00001299798,0.00007298892,0.00007973844,0.0002776526,0.00005477526,0.00004615195,0.0000683683,0.00009203383,0.0002259496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005127324,"about_ca_system_score_gemma":0.00002546777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001378372,"about_ca_topic_score_gemma":8.478471e-7,"domain_scores_codex":[0.9988045,0.00002092681,0.0002806918,0.0001798474,0.0004766153,0.000237459],"domain_scores_gemma":[0.9993525,0.0000275389,0.00006476298,0.0004052253,0.00009318756,0.00005684968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003338646,0.0007620876,0.900754,0.007133102,0.000393326,0.005227425,0.0001786093,0.000007162741,0.03338342,0.01505663,0.02834809,0.008422312],"study_design_scores_gemma":[0.01007597,0.0004207912,0.8973059,0.003834263,0.0001627392,0.02569355,0.0007869464,0.0002301215,0.02578442,0.0006102566,0.03479344,0.0003016136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090048,0.0005403619,0.0001334051,0.0004432658,0.0001168331,0.0003741562,0.000005005093,0.00004463135,0.08933754],"genre_scores_gemma":[0.9814481,0.00007316788,0.0009919986,0.00002890386,0.00008638573,0.00001091607,0.00002466794,0.00002061874,0.01731526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07244328,"threshold_uncertainty_score":0.2976402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299684201752889,"score_gpt":0.3007383313650112,"score_spread":0.2877414893474823,"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."}}