{"id":"W4246549005","doi":"10.21203/rs.3.rs-58790/v1","title":"IgG4-Related Disease as Mimicker of Malignancy","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Malignancy; Disease; Medicine; Dermatology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003235284,0.000502005,0.0003431967,0.001452069,0.0003368717,0.001110637,0.0003545923,0.001300415,0.008061362],"category_scores_gemma":[0.002394304,0.0001829317,0.000302638,0.0006806127,0.0005648026,0.00083809,0.0008446525,0.0005992833,0.001459126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933835,"about_ca_system_score_gemma":0.0002050126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000325763,"about_ca_topic_score_gemma":0.0001827909,"domain_scores_codex":[0.9996436,0.0001209488,0.0000334219,0.00004934154,0.00008101352,0.00007177633],"domain_scores_gemma":[0.999504,0.0002182867,0.00009646994,0.00008827709,0.00002528769,0.0000676671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.003072243,0.0002624354,0.1657185,0.0008736907,0.0002099943,0.6191471,0.001012082,0.002148329,0.04261372,0.05006635,0.0189506,0.09592497],"study_design_scores_gemma":[0.0001135096,0.0002372333,0.08052001,0.0001107374,0.000188567,0.8294091,0.0005773008,0.006360943,0.01233313,0.0444524,0.02564864,0.00004840332],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8740755,0.01324834,0.005744484,0.003012893,0.0007411785,0.00008743221,0.0005638906,0.0004753414,0.102051],"genre_scores_gemma":[0.9907719,0.001583014,0.001187366,0.0001251954,0.0005904351,0.000007777089,0.0001185099,0.00002690613,0.005588835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008061362,"threshold_uncertainty_score":0.02696788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06510333391329018,"score_gpt":0.4043457413394234,"score_spread":0.3392424074261332,"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."}}