{"id":"W3081850846","doi":"10.1016/s1470-2045(20)30481-2","title":"Vision 2020: looking back and thinking forward on The Lancet Oncology Commissions","year":2020,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"Pfizer Canada; Merck KGaA; Roche; Pfizer","keywords":"Psychology; Medical education; Medicine; Medical physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04100525,0.002164849,0.003234651,0.003234166,0.005071079,0.02213225,0.004551399,0.04559414,0.03673584],"category_scores_gemma":[0.1172864,0.0009439304,0.002475069,0.003037889,0.01047982,0.02142501,0.009264306,0.03630953,0.01835956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01698081,"about_ca_system_score_gemma":0.07005291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569629,"about_ca_topic_score_gemma":0.02320831,"domain_scores_codex":[0.9659077,0.01149961,0.001634005,0.001607336,0.01292539,0.006425949],"domain_scores_gemma":[0.8921012,0.03124747,0.005892881,0.002215177,0.0219773,0.04656592],"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":[0.00008296378,0.00003784391,0.00010059,0.0002438018,0.00002616927,0.00005930822,0.0001132052,0.0001208257,0.00005855445,0.0377562,0.9445397,0.01686101],"study_design_scores_gemma":[0.00008510274,0.00003623167,0.0002288716,0.0007158501,0.00002052314,0.00006065736,0.0004259863,0.00009701138,0.00006110617,0.05069302,0.9475194,0.00005631179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001459964,0.02724583,0.0004121052,0.8965939,0.0672133,0.00001561075,0.0002529843,0.00009247397,0.008027838],"genre_scores_gemma":[0.01170388,0.03052895,0.00262736,0.8769462,0.05597298,0.0001032872,0.0005731873,0.0002673707,0.02127666],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04559414,"threshold_uncertainty_score":0.2168591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0612317283024725,"score_gpt":0.4192125491031116,"score_spread":0.3579808208006391,"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."}}