{"id":"W3205403868","doi":"10.1016/j.cjca.2021.07.162","title":"CHALLENGING OUR ASSUMPTIONS AS WE PLAN FOR ACCESS TO MAJOR CARDIAC PROCEDURES DURING RECOVERY FROM THE COVID-19 PANDEMIC","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Plan (archaeology); Virology; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01754063,0.0005754684,0.0006491239,0.0008331894,0.004786816,0.008688926,0.003239851,0.008354463,0.01471257],"category_scores_gemma":[0.1166081,0.0004324185,0.0007303683,0.0006472293,0.009640338,0.01144434,0.004927603,0.02369605,0.002489334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007852478,"about_ca_system_score_gemma":0.01846905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05405888,"about_ca_topic_score_gemma":0.04999756,"domain_scores_codex":[0.9877273,0.006341564,0.000583278,0.001423444,0.001646306,0.002278018],"domain_scores_gemma":[0.9575447,0.02138502,0.005239741,0.001860043,0.00720573,0.006764681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003069214,0.000276963,0.01701521,0.0002784524,0.0001009834,0.0009714682,0.00596141,0.006090967,0.0003202997,0.7540179,0.1833774,0.03128206],"study_design_scores_gemma":[0.000110885,0.0001222185,0.01019962,0.001544847,0.00005257311,0.0005622986,0.02079529,0.006794649,0.0003894479,0.8101632,0.149076,0.0001890265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008366468,0.000803991,0.006365742,0.9571951,0.001760114,0.00003712908,0.000344986,0.00002478591,0.02510171],"genre_scores_gemma":[0.6791942,0.00392926,0.01314495,0.2917406,0.004024737,0.0003951461,0.0004901557,0.00009695015,0.006984006],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9459411,"threshold_uncertainty_score":0.1074885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07384054223590156,"score_gpt":0.3327139644727772,"score_spread":0.2588734222368757,"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."}}