{"id":"W4220864960","doi":"10.3390/curroncol29040197","title":"The Impact of COVID-19 on Academic Cancer Clinical Trials in Canada and the Initial Response from Cancer Centers","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Staffing; Medicine; Clinical trial; Pandemic; Coronavirus disease 2019 (COVID-19); Cancer; Unit (ring theory); Family medicine; Nursing; Internal medicine; Disease; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.02899799,0.0004870449,0.0005948668,0.001712035,0.008530486,0.007691902,0.002525702,0.002328345,0.006477355],"category_scores_gemma":[0.06653499,0.0006007488,0.0009338253,0.003749944,0.006732753,0.001724356,0.005803267,0.006026123,0.0004857414],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1755055,"about_ca_system_score_gemma":0.3328584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9680005,"about_ca_topic_score_gemma":0.984414,"domain_scores_codex":[0.9550524,0.007845893,0.001963627,0.002009555,0.01804664,0.01508196],"domain_scores_gemma":[0.8739015,0.01740955,0.01280318,0.00299137,0.02658235,0.06631202],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00285978,0.0007179694,0.38047,0.00189497,0.0004870071,0.001561876,0.01025064,0.009188273,0.002682322,0.0449334,0.34901,0.1959437],"study_design_scores_gemma":[0.0003400586,0.0005400291,0.7320851,0.0008621418,0.00009226186,0.0002704483,0.008911415,0.001954636,0.0008006953,0.003145864,0.2507389,0.0002583716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3443351,0.01392515,0.001717163,0.513746,0.002155229,0.001026074,0.00777959,0.0004548919,0.1148609],"genre_scores_gemma":[0.9107146,0.005422335,0.002482992,0.06901327,0.000673087,0.0002651452,0.002210984,0.000135313,0.009082231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.971002,"threshold_uncertainty_score":0.9562967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5841809431615828,"score_gpt":0.6687869402923554,"score_spread":0.08460599713077266,"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."}}