{"id":"W6901516872","doi":"10.60692/cv4k2-hhw28","title":"Additive Prognostic Impact of Gastrointestinal Involvement in Severe Multisystem Langerhans Cell Histiocytosis","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Langerhans cell histiocytosis; Histiocyte; Organ dysfunction; Clinical trial; Organ system; Histiocytosis; Retrospective cohort study; Prospective cohort study; Disease","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":[0.0008410545,0.00022225,0.000300443,0.0005861952,0.0001735152,0.0004381947,0.0002006228,0.0002626182,0.001040941],"category_scores_gemma":[0.003362118,0.0001330894,0.000372713,0.0007055437,0.000286187,0.0003372892,0.0005228756,0.0004365612,0.000123633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895762,"about_ca_system_score_gemma":0.0002389781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007508321,"about_ca_topic_score_gemma":0.001647949,"domain_scores_codex":[0.9993485,0.0002601428,0.00007665557,0.00009322451,0.0001146705,0.0001068668],"domain_scores_gemma":[0.9966336,0.001057096,0.001363894,0.0001728468,0.0001646804,0.0006079457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002748204,0.000004892396,0.9974518,0.000008841411,0.00003519798,0.0001711332,0.00001064797,0.00007045819,0.000145845,0.000009673365,0.00004391528,0.001772649],"study_design_scores_gemma":[0.00001171697,0.0001443602,0.9980888,0.000006801023,0.00005380167,0.001195161,0.00003121818,0.0001599354,0.0001106629,0.0000203084,0.0001740357,0.00000322678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981521,0.001195751,0.00006202266,0.00004531975,0.0000078107,0.000003039629,0.0002204152,0.000002596672,0.0003109582],"genre_scores_gemma":[0.999603,0.00009877111,0.00005240829,0.0000121061,0.00001296442,0.000001790068,0.0001913096,0.000001102867,0.00002655105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001040941,"threshold_uncertainty_score":0.004447937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487249551168565,"score_gpt":0.2327217185316308,"score_spread":0.2078492230199452,"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."}}