{"id":"W3193214973","doi":"10.1200/op.21.00144","title":"Virtual Cancer Care During the COVID-19 Pandemic in Alberta: Evidence From a Mixed Methods Evaluation and Key Learnings","year":2021,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Health care; Family medicine; Nursing; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2160952,0.001273285,0.001718544,0.002485333,0.004223506,0.006108189,0.004720076,0.002128602,0.002648616],"category_scores_gemma":[0.2381439,0.001021089,0.002701947,0.003868948,0.004616774,0.002630393,0.00391878,0.001630595,0.0001868859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05252846,"about_ca_system_score_gemma":0.0753617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2401246,"about_ca_topic_score_gemma":0.3548405,"domain_scores_codex":[0.6778182,0.2616228,0.01609551,0.003532244,0.03627308,0.004658154],"domain_scores_gemma":[0.7361357,0.1925214,0.02530901,0.009119992,0.03129101,0.005622947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02382561,0.01477055,0.1398618,0.04420246,0.0083617,0.0003535045,0.0900777,0.002056039,0.0007807333,0.004020467,0.005187176,0.6665023],"study_design_scores_gemma":[0.03122548,0.1032134,0.4313818,0.1771656,0.01696016,0.0005294715,0.1664241,0.007561273,0.005587562,0.003929357,0.05508979,0.000932016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8729039,0.04537962,0.005747144,0.007403711,0.0009902739,0.05162069,0.001420166,0.0001338992,0.01440065],"genre_scores_gemma":[0.9431184,0.01007843,0.01669077,0.00283196,0.0002132801,0.0255837,0.000515039,0.00003714473,0.0009311919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7598754,"threshold_uncertainty_score":0.9666941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2042254805552628,"score_gpt":0.5750468532016619,"score_spread":0.3708213726463991,"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."}}