{"id":"W3214339588","doi":"10.1016/s2152-2650(21)02153-4","title":"P-019: Real-world treatment patterns, clinical outcomes, and healthcare resource utilization of individuals with light chain (AL) amyloidosis in Alberta, Canada: a population-based study","year":2021,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Population; Amyloidosis; Comorbidity; Health care; AL amyloidosis; Intensive care medicine; Internal medicine; Immunoglobulin light chain","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007411139,0.0006559985,0.0005586556,0.001460813,0.002372025,0.001915361,0.001839373,0.000985067,0.002186065],"category_scores_gemma":[0.001948298,0.0005813626,0.001010048,0.005845523,0.00109588,0.000575853,0.001084576,0.001198957,0.0003718251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02305699,"about_ca_system_score_gemma":0.01951012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887916,"about_ca_topic_score_gemma":0.9884228,"domain_scores_codex":[0.9988524,0.0001168463,0.00009190745,0.0002117937,0.000333372,0.0003936453],"domain_scores_gemma":[0.9975909,0.0001286778,0.0004705443,0.0001202535,0.0009386287,0.0007509552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008468312,0.00004085841,0.997855,0.00001176876,0.0000729543,0.00005631131,0.0002672849,0.00008877152,0.00007005696,0.00005212441,0.0005716782,0.0008285255],"study_design_scores_gemma":[0.0000130229,0.00002436097,0.9983381,0.0000163622,0.00004230451,0.00006309693,0.0008823519,0.0002263975,0.00002039397,0.00002481621,0.0003378915,0.00001095799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921727,0.0004806207,0.00008639237,0.000254359,0.0000130052,0.00003891269,0.005449902,0.00001234848,0.001491802],"genre_scores_gemma":[0.9961642,0.0002638436,0.0001251358,0.0001326555,0.000008641589,0.00001801508,0.002483642,0.00000633852,0.0007975277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02305699,"threshold_uncertainty_score":0.1672909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880243841736477,"score_gpt":0.3346546945162651,"score_spread":0.3058522560989003,"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."}}