{"id":"W3093348721","doi":"10.1136/jitc-2020-001154","title":"Impact of COVID-19 outbreak on cancer immunotherapy in Italy: a survey of young oncologists","year":2020,"lang":"en","type":"article","venue":"Journal for ImmunoTherapy of Cancer","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Outbreak; Family medicine; Cancer; Medical prescription; Internal medicine; Disease; Virology; Nursing; Infectious disease (medical specialty)","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":[0.00107832,0.0001353458,0.0001662736,0.0007967983,0.0004091751,0.0005821036,0.0002243425,0.0004305339,0.001934457],"category_scores_gemma":[0.003293917,0.000159113,0.0002714769,0.0009783673,0.0003733006,0.0003259186,0.0006809209,0.0003936189,0.0003128347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008054667,"about_ca_system_score_gemma":0.001193147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371809,"about_ca_topic_score_gemma":0.01461557,"domain_scores_codex":[0.999374,0.0001748519,0.00005866981,0.00008176262,0.0001155349,0.0001952442],"domain_scores_gemma":[0.9974847,0.0004281401,0.001194326,0.00007033705,0.0002098129,0.0006127011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005483644,0.00005079504,0.9905584,0.00009648016,0.00001144111,0.0002016119,0.002573516,0.00003361412,0.0002447583,0.00004510701,0.001663316,0.004466158],"study_design_scores_gemma":[0.000005358693,0.0001267215,0.9942505,0.00004815617,0.000007763123,0.0002955854,0.003044854,0.00006046581,0.00004181256,0.000009393513,0.002104774,0.000004683015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967174,0.0005146994,0.00004178583,0.0006463509,0.00001677069,0.0000406945,0.0004281494,0.000005352571,0.00158888],"genre_scores_gemma":[0.9979461,0.0006416717,0.0001083836,0.0005315208,0.00004743003,0.00005823676,0.0003186254,0.000003777492,0.0003443299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01371809,"threshold_uncertainty_score":0.02727652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1518744251570658,"score_gpt":0.5055723031600233,"score_spread":0.3536978780029576,"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."}}