{"id":"W2482800773","doi":"10.1016/b978-1-4160-6110-6.10786-3","title":"Online Case 31","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002483698,0.0008773641,0.0003907495,0.001674334,0.001780993,0.001910779,0.0009793357,0.004240665,0.3219252],"category_scores_gemma":[0.0008907562,0.0003252479,0.0007003953,0.0007152617,0.0007099075,0.001652729,0.001910388,0.00399485,0.08306055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144485,"about_ca_system_score_gemma":0.0007931847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003277291,"about_ca_topic_score_gemma":0.009968863,"domain_scores_codex":[0.999778,0.00002933217,0.000010291,0.0000356764,0.00007457737,0.00007212601],"domain_scores_gemma":[0.999826,0.00004180087,0.000009304939,0.00001717015,0.00002838129,0.00007732321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00003579038,0.0001755209,0.0005958025,0.00009014895,0.000008229275,0.04671836,0.0002469291,0.0002500308,0.0005250953,0.02775576,0.8460357,0.07756277],"study_design_scores_gemma":[0.00000966489,0.00001871,0.0004703721,0.0001569966,0.000004573664,0.02683709,0.0002118566,0.0001066091,0.000111987,0.006911867,0.9651504,0.000009986322],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001464078,0.001953703,0.0003560845,0.007073116,0.004378309,0.00003587057,0.0001009067,0.00006398353,0.9845739],"genre_scores_gemma":[0.009248412,0.001556156,0.0004016302,0.003633704,0.001267168,0.00002675007,0.0001107604,0.00006465957,0.9836907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3219252,"threshold_uncertainty_score":0.9671914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298112951217982,"score_gpt":0.3090158676978547,"score_spread":0.2760347381856749,"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."}}