{"id":"W3171143665","doi":"10.3390/curroncol28030204","title":"Abstracts of the 2021 Canadian Association of Medical Oncologists Annual Meeting","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Association","funders":"","keywords":"Medicine; Presentation (obstetrics); Family medicine; Library science; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001928743,0.001091599,0.0009895707,0.003267479,0.002207408,0.002982011,0.001323822,0.001529012,0.2115748],"category_scores_gemma":[0.007068566,0.0003728161,0.0008371972,0.002477472,0.0005464876,0.0008701783,0.001397328,0.002113395,0.09440088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009285846,"about_ca_system_score_gemma":0.01530222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.111754,"about_ca_topic_score_gemma":0.2307691,"domain_scores_codex":[0.9978533,0.0001984544,0.0001253217,0.0001336937,0.001440395,0.0002487052],"domain_scores_gemma":[0.9894235,0.0003248125,0.0003225945,0.0001142832,0.007892922,0.001922001],"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":[0.00002156228,0.000006046965,0.000111699,0.00009697914,0.000003206955,0.00002209415,0.000008282809,0.00001507437,0.00008646835,0.00007677515,0.9854489,0.01410281],"study_design_scores_gemma":[0.000009827259,0.000008808838,0.001253977,0.0001763624,0.000005615704,0.00007412069,0.00004078277,0.00002734341,0.00006319927,0.00009476664,0.9982367,0.000008467476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002852272,0.1112871,0.00227188,0.09325432,0.2979957,0.001538811,0.02411219,0.0006441388,0.4660436],"genre_scores_gemma":[0.01525054,0.08803135,0.002327245,0.01657757,0.06172215,0.000919516,0.01924537,0.0005518056,0.7953743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2115748,"threshold_uncertainty_score":0.7077881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066766880604333,"score_gpt":0.43990038343134,"score_spread":0.3992327146252967,"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."}}