{"id":"W4221007142","doi":"10.1111/ejh.13769","title":"Healthcare resource utilization trends in patients with acute myeloid leukemia ineligible for intensive chemotherapy receiving first‐line systemic treatment or best supportive care: A multicenter international study","year":2022,"lang":"en","type":"article","venue":"European Journal Of Haematology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"AbbVie","keywords":"Medicine; Myeloid leukemia; Intensive care medicine; Chemotherapy; Health care; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000589277,0.0002612485,0.0007901283,0.0009254017,0.0001621435,0.00002152664,0.000314098,0.00003579792,0.0001225593],"category_scores_gemma":[0.0001877124,0.0001816302,0.0001247075,0.0004600894,0.00006459742,0.0001060511,0.0001407987,0.000485778,0.000004530164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003008777,"about_ca_system_score_gemma":0.0005039616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004952254,"about_ca_topic_score_gemma":0.0001132585,"domain_scores_codex":[0.9970559,0.0006996005,0.0009906748,0.0003646824,0.0005144655,0.0003747104],"domain_scores_gemma":[0.9974837,0.0001541772,0.0007297468,0.0002709788,0.001197494,0.0001639374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09937391,0.003001569,0.7482281,0.0003680818,0.002709655,0.0262979,0.06424897,0.001226517,0.0001002137,0.00001328793,0.004327841,0.05010394],"study_design_scores_gemma":[0.2524134,0.1597199,0.3412998,0.0025544,0.00149496,0.03391455,0.1647636,0.002742389,0.0007417314,0.00000584082,0.03919899,0.001150543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949501,0.0001788895,0.0003364288,0.002749537,0.0002466208,0.001256939,0.00007088066,0.00001837096,0.0001922765],"genre_scores_gemma":[0.9977306,0.0001083505,0.0005086624,0.0004792826,0.0001225334,0.00006134358,0.000222177,0.00008728758,0.0006798378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4069283,"threshold_uncertainty_score":0.7867848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04147549607628104,"score_gpt":0.3379602060916556,"score_spread":0.2964847100153745,"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."}}