{"id":"W2055428086","doi":"10.1212/wnl.62.2.172","title":"Back to school on APS","year":2004,"lang":"en","type":"letter","venue":"Neurology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Arterial Ischemic Stroke; Stroke (engine); Antithrombotic; Ischemic stroke; Antiphospholipid syndrome; Pediatric stroke; Thrombosis; Pediatrics; Anticardiolipin antibodies; Thrombophilia; Internal medicine; Cardiology; Ischemia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004207731,0.0008529937,0.0008052104,0.0007354359,0.003594086,0.001623997,0.0006958748,0.009198312,0.04470526],"category_scores_gemma":[0.003988026,0.0002672129,0.0005713911,0.0005049242,0.0008909951,0.002301351,0.0009075856,0.00999251,0.02316736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951708,"about_ca_system_score_gemma":0.00146419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004782985,"about_ca_topic_score_gemma":0.007072035,"domain_scores_codex":[0.9994332,0.0001247138,0.00005128974,0.00007019535,0.0001486462,0.0001718821],"domain_scores_gemma":[0.9990162,0.0001655818,0.00006277958,0.00004016456,0.0002816434,0.0004337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006507231,0.0001513528,0.003837723,0.0001187646,0.00001502657,0.02204931,0.0002309671,0.00004607466,0.000235485,0.001954581,0.9378639,0.03343169],"study_design_scores_gemma":[0.000106785,0.0002337029,0.006162446,0.001100757,0.00002969208,0.04454772,0.0008085972,0.0001363757,0.0001402725,0.004860002,0.9418433,0.00003038497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004986119,0.01042615,0.0001856472,0.8670447,0.03840828,0.00006509973,0.0001232986,0.0001218809,0.07863884],"genre_scores_gemma":[0.02328217,0.01164049,0.0002393373,0.7942116,0.0381513,0.00005772878,0.00009898996,0.00003905856,0.1322792],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04470526,"threshold_uncertainty_score":0.149554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03123942264788326,"score_gpt":0.3061333659217608,"score_spread":0.2748939432738775,"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."}}