{"id":"W4405049459","doi":"10.1182/blood-2024-208588","title":"<i>The Impact of the after-Hours Carechart Program in Assessing and Triaging after-Hours Patients with Malignancies Inquiries and an Analysis of the Changes to Service Access over the Course of the Covid-19 Pandemic</i>","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; Internal medicine; Emergency medicine","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":[0.002520301,0.0002182514,0.0001681011,0.000923918,0.0004692061,0.0008872793,0.0006505226,0.0003747729,0.002148636],"category_scores_gemma":[0.008404891,0.0001887488,0.0009816245,0.001114259,0.0003123772,0.0005925318,0.001058088,0.0004125129,0.0002322934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003541169,"about_ca_system_score_gemma":0.00552092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1910632,"about_ca_topic_score_gemma":0.3164948,"domain_scores_codex":[0.9984977,0.0005462069,0.0001371434,0.0001535762,0.0002532324,0.0004121897],"domain_scores_gemma":[0.9928086,0.001417041,0.003558791,0.0003136041,0.0009196612,0.0009822109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006010911,0.000211629,0.9900234,0.00008930443,0.00007251646,0.00003290607,0.0002226645,0.0001275896,0.00006283795,0.00003526409,0.001351743,0.007168925],"study_design_scores_gemma":[0.00005600863,0.0005065243,0.9978557,0.00005869414,0.00004889854,0.00002471004,0.0005770908,0.0002478404,0.00005429838,0.00001113543,0.0005533563,0.000005767926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994275,0.0002002882,0.0001530657,0.0004054839,0.00003273577,0.000330451,0.003468749,0.00001021916,0.001124032],"genre_scores_gemma":[0.99576,0.0002126239,0.0006362227,0.0002260162,0.00004919844,0.0003705862,0.002372148,0.000004595051,0.0003686482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1910632,"threshold_uncertainty_score":0.3799021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437442742794146,"score_gpt":0.4296958402473122,"score_spread":0.3853214128193708,"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."}}