{"id":"W4406644753","doi":"10.1016/b978-84-8086-959-1.00508-3","title":"10.1016/b978-84-8086-959-1.00508-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007896534,0.002144568,0.001376824,0.001748195,0.001307613,0.004496862,0.00252088,0.003869547,0.9774793],"category_scores_gemma":[0.00139386,0.0008117012,0.0008354839,0.001859293,0.001166057,0.004338553,0.00292131,0.00233717,0.9880245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008246821,"about_ca_system_score_gemma":0.0007604416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003150091,"about_ca_topic_score_gemma":0.00303817,"domain_scores_codex":[0.9996387,0.00002054227,0.00002133832,0.0001263388,0.0001293898,0.0000637362],"domain_scores_gemma":[0.9986951,0.0004509564,0.00008543634,0.0001570904,0.0002426184,0.000368762],"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":[0.0001307061,0.000125749,0.000304174,0.0004466926,0.00001590172,0.0001165498,0.00008972993,0.0002881024,0.002366754,0.006661545,0.4027492,0.5867049],"study_design_scores_gemma":[0.00001594673,0.00004324507,0.0004020457,0.000264873,0.000006308731,0.0001830905,0.0000637443,0.00009289623,0.0002565712,0.001036305,0.997624,0.00001089257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000134624,0.0005741171,0.0006728484,0.0002398083,0.0001792385,0.00003966621,0.0004516183,0.0006183496,0.9970897],"genre_scores_gemma":[0.0003481045,0.0003274647,0.0003108566,0.0001076284,0.0000380683,0.00002850542,0.0002759095,0.0001435647,0.9984199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02252072,"threshold_uncertainty_score":0.03212309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730434692078665,"score_gpt":0.2303172492456109,"score_spread":0.2130129023248243,"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."}}