{"id":"W4298087125","doi":"10.1002/cam4.5321","title":"Imaging and physician visits at cancer diagnosis: <scp>COVID</scp> ‐19 pandemic impact on cancer care","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Cancer Care Ontario; Queen's University; Ontario Institute for Cancer Research; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Sunnybrook Research Institute; American Society of Clinical Oncology","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Cancer; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Young adult; Emergency medicine; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.001791419,0.0002734499,0.0003472786,0.001053184,0.0004738665,0.001113341,0.0008765883,0.000413168,0.004697023],"category_scores_gemma":[0.0118868,0.0002415239,0.0008142619,0.002272412,0.0005264698,0.0005858104,0.001201381,0.001030972,0.0003678714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01176735,"about_ca_system_score_gemma":0.01120027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7609753,"about_ca_topic_score_gemma":0.7876634,"domain_scores_codex":[0.9977404,0.0004033461,0.0002051688,0.000298184,0.0006853873,0.000667583],"domain_scores_gemma":[0.9909182,0.001748565,0.004311171,0.0002816914,0.001692708,0.001047639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009640722,0.0000132583,0.9876673,0.0001139126,0.0001044093,0.00004235218,0.000123744,0.0007318446,0.00004822879,0.0001687986,0.006348872,0.004540953],"study_design_scores_gemma":[0.00001010615,0.00002181812,0.9946085,0.0001214525,0.00004449555,0.00007266599,0.0003309883,0.0008529815,0.0000655601,0.00006450275,0.003796349,0.00001049023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8360223,0.004270476,0.0009126275,0.0118004,0.0002229267,0.0001735643,0.1283264,0.000136575,0.01813458],"genre_scores_gemma":[0.9717569,0.001168237,0.0007586519,0.001088404,0.0001118336,0.00006857223,0.024175,0.00002902728,0.0008433028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7609753,"threshold_uncertainty_score":0.4808647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05897726526524985,"score_gpt":0.4321920006298141,"score_spread":0.3732147353645642,"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."}}