{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003775195,0.0001582664,0.0004122959,0.00009599908,0.0002435463,0.00003322802,0.00009301887,0.0002933177,0.0003334804],"category_scores_gemma":[0.1086449,0.0001262755,0.00004764583,0.0003650607,0.0001109906,0.0003965076,0.0001462283,0.001005371,0.00001409666],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002894972,"about_ca_system_score_gemma":0.007577472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0702774,"about_ca_topic_score_gemma":0.09140688,"domain_scores_codex":[0.9942269,0.004223771,0.0003725711,0.0004975864,0.0003646573,0.0003145218],"domain_scores_gemma":[0.9723552,0.02619541,0.0003242579,0.0003439856,0.000483532,0.0002975838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003555896,0.0001778659,0.6298958,0.0004343009,0.0002188355,0.0005359075,0.1089898,0.0005242522,0.0195797,0.00005771947,0.0008855717,0.2351444],"study_design_scores_gemma":[0.004605029,0.0005498447,0.6208953,0.0002864224,0.0008803544,0.0008138168,0.0316486,0.0009485676,0.0005075518,0.00008565712,0.3385763,0.0002025759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8261147,0.01297152,0.0002999498,0.1592786,0.0004492629,0.0005681401,0.000004261747,0.00002983862,0.0002837128],"genre_scores_gemma":[0.9613014,0.005127972,0.00292681,0.02972663,0.000292593,0.0001684795,0.0000162812,0.0000197812,0.0004199857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3376908,"threshold_uncertainty_score":0.9980487,"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."}}