{"id":"W4406644715","doi":"10.1016/b978-84-9022-857-9.50074-9","title":"10.1016/b978-84-9022-857-9.50074-9","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":"Geography","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":[0.0007731197,0.002256022,0.001437338,0.001726602,0.001465526,0.004669438,0.002575034,0.003899304,0.9781337],"category_scores_gemma":[0.001420366,0.0008863093,0.0007946327,0.001931021,0.001184354,0.004547437,0.003242961,0.00240124,0.988905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008758528,"about_ca_system_score_gemma":0.0008092074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257445,"about_ca_topic_score_gemma":0.003587814,"domain_scores_codex":[0.9996387,0.00001928478,0.00002172375,0.0001274142,0.0001296145,0.00006332668],"domain_scores_gemma":[0.9986319,0.000434903,0.00008454143,0.000170195,0.0002480296,0.0004305217],"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":[0.0001255776,0.0001273922,0.0002723703,0.0004082444,0.00001486403,0.000105934,0.00008384855,0.0002620129,0.002071018,0.006096103,0.4622867,0.5281459],"study_design_scores_gemma":[0.00001766335,0.00004132145,0.0004141581,0.000267138,0.000006133369,0.0001553527,0.00006677247,0.00008879045,0.0002400369,0.0009943462,0.9976967,0.00001165546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001190098,0.000476303,0.0004987891,0.0002118133,0.0001660415,0.00003607217,0.0004356291,0.0006344967,0.9974219],"genre_scores_gemma":[0.0002926975,0.0002792758,0.0002505829,0.0001116777,0.00003528705,0.00002570767,0.0002740675,0.0001518566,0.9985789],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02186626,"threshold_uncertainty_score":0.03118956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746281322183708,"score_gpt":0.2309047174767636,"score_spread":0.2134419042549266,"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."}}