{"id":"W4220750659","doi":"10.1158/1538-7445.sabcs21-p4-12-12","title":"Abstract P4-12-12: Assessing the impact of the COVID-19 pandemic on cancer treatment decision-making and care experiences","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Breast cancer; Cohort; Family medicine; Cancer; Declaration; Health care; Disease; Internal medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.007265673,0.0002564692,0.0003725029,0.001008203,0.001889915,0.001679883,0.000904742,0.0007316306,0.004387978],"category_scores_gemma":[0.01999172,0.0003833229,0.0008277699,0.0009774906,0.0009419328,0.001478262,0.002775825,0.001546641,0.0004703664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005337866,"about_ca_system_score_gemma":0.009484446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03459099,"about_ca_topic_score_gemma":0.05667905,"domain_scores_codex":[0.9972806,0.00123065,0.000343364,0.00009571399,0.0005196508,0.0005299994],"domain_scores_gemma":[0.9836168,0.005082959,0.004810366,0.0003531668,0.003279699,0.002857101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002642803,0.000690353,0.9367118,0.00074143,0.00008577267,0.0002727946,0.02554931,0.0002509684,0.0002568788,0.0001707071,0.006059695,0.02894593],"study_design_scores_gemma":[0.00005107804,0.0009659025,0.8956521,0.000410522,0.00004170562,0.0001748651,0.09409221,0.0004871514,0.0003737318,0.0001669637,0.007541775,0.00004196815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945546,0.0001895755,0.0001547135,0.00117898,0.0000277898,0.0004508756,0.001108433,0.000008359503,0.00232668],"genre_scores_gemma":[0.994739,0.0004696374,0.0009827706,0.0005772035,0.00003002123,0.001193792,0.001028633,0.000006723782,0.0009722908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03459099,"threshold_uncertainty_score":0.06877929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3795168443750717,"score_gpt":0.6209774067916722,"score_spread":0.2414605624166005,"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."}}