{"id":"W6939232207","doi":"10.60692/56ma1-s1s98","title":"Perspectives on the COVID-19 pandemic impact on cardio-oncology: results from the COVID-19 International Collaborative Network survey","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Pandemic; Preparedness; Telemedicine; Descriptive statistics; Health care; Scope (computer science); Descriptive research; Professional association; Scope of practice; Coronavirus disease 2019 (COVID-19)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005006195,0.0001655899,0.0002203682,0.0009570445,0.0004767108,0.0008712992,0.0004644034,0.0006779679,0.002217007],"category_scores_gemma":[0.01587253,0.0001788064,0.0004235856,0.002229227,0.000365745,0.0008859365,0.001261871,0.0008799273,0.0002823763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168315,"about_ca_system_score_gemma":0.001049962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03711642,"about_ca_topic_score_gemma":0.04062025,"domain_scores_codex":[0.9955333,0.002229765,0.0004154112,0.0003152936,0.0008122783,0.0006939937],"domain_scores_gemma":[0.9821104,0.005070211,0.008147418,0.0005470003,0.001775225,0.002349775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002315147,0.00002678011,0.9956305,0.00002183229,0.00001356332,0.00002868583,0.0006634099,0.00006638725,0.00002996923,0.00003747769,0.001583561,0.001874609],"study_design_scores_gemma":[0.000002994387,0.00002341939,0.9973059,0.00002379754,0.00000352886,0.00003877489,0.001723417,0.00009873482,0.00001543193,0.00001088288,0.0007484841,0.000004571403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823353,0.0004729413,0.0002012874,0.004064543,0.00003739698,0.00008112225,0.0080789,0.000009563347,0.004719089],"genre_scores_gemma":[0.9941665,0.0004590153,0.0001524741,0.001086178,0.00005257176,0.000111078,0.003579589,0.000005398715,0.0003871092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03711642,"threshold_uncertainty_score":0.07380074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2057225223177614,"score_gpt":0.3858620081607195,"score_spread":0.180139485842958,"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."}}