{"id":"W3165080975","doi":"10.1503/cmaj.1095944","title":"Doctors warn of late diagnoses as cancer screening backlog grows","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer screening; Medical diagnosis; Pandemic; Cancer; Family medicine; Coronavirus disease 2019 (COVID-19); Cancer detection; Medical emergency; Pathology; Disease; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006290826,0.0007287248,0.0009862831,0.001222272,0.01384095,0.006939029,0.001631703,0.01674144,0.04808755],"category_scores_gemma":[0.048518,0.0009753415,0.001125948,0.001173928,0.005783557,0.008425445,0.00508545,0.02543583,0.02234239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008475279,"about_ca_system_score_gemma":0.01251596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1288777,"about_ca_topic_score_gemma":0.2335126,"domain_scores_codex":[0.9914802,0.001540838,0.0005151078,0.0006938165,0.003636101,0.002133889],"domain_scores_gemma":[0.9530434,0.006645334,0.00357149,0.00155287,0.01449807,0.02068885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003276725,0.00002843588,0.00233349,0.00005506333,0.00001148374,0.0002565154,0.0009900409,0.00001962817,0.0001865561,0.001952898,0.9805501,0.01358299],"study_design_scores_gemma":[0.00004838189,0.00007005803,0.006348563,0.000404967,0.00002127146,0.0005569194,0.006650757,0.00007237648,0.0001601932,0.003701181,0.9819032,0.00006209834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001585723,0.002619751,0.0004699539,0.9673423,0.0139525,0.00002164121,0.0002031059,0.0001444782,0.01366041],"genre_scores_gemma":[0.02306257,0.006231806,0.001323611,0.9256842,0.01016872,0.00004543855,0.000315444,0.0002116517,0.03295653],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8711223,"threshold_uncertainty_score":0.2562551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988150700486533,"score_gpt":0.361307017530221,"score_spread":0.3314255105253556,"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."}}