{"id":"W4281672372","doi":"10.3390/curroncol29060317","title":"Abstracts of the 2022 Canadian Association of Medical Oncologists Annual Scientific Meeting","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"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":[0.002792513,0.001144024,0.001141041,0.003509884,0.002283608,0.003259702,0.001402076,0.001645168,0.1812765],"category_scores_gemma":[0.006867491,0.0003872195,0.0009462332,0.002672594,0.0006089953,0.0008374578,0.001479479,0.002083552,0.07123182],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00999203,"about_ca_system_score_gemma":0.01956809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09098598,"about_ca_topic_score_gemma":0.1846009,"domain_scores_codex":[0.9973108,0.0002390864,0.0001446863,0.0001505071,0.001856226,0.0002988004],"domain_scores_gemma":[0.9874723,0.0003755315,0.0003954174,0.0001334061,0.009394571,0.002228771],"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":[0.00004185509,0.000009293369,0.0001338442,0.0001389712,0.000005466381,0.00002619087,0.00001041978,0.00002374408,0.0001729411,0.0001113283,0.9823664,0.01695946],"study_design_scores_gemma":[0.00001837751,0.000016283,0.001481642,0.0001947981,0.000009727297,0.00008208577,0.00004696819,0.0000447407,0.0001396945,0.0001372894,0.9978172,0.00001114464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003946095,0.1363671,0.002994773,0.1049846,0.3266754,0.001976866,0.02672356,0.0006140837,0.3957175],"genre_scores_gemma":[0.02110219,0.09619001,0.0030908,0.01504406,0.07536252,0.001184852,0.02094256,0.0005945575,0.7664884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.990008,"threshold_uncertainty_score":0.6064303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04352995436862454,"score_gpt":0.4316011410182309,"score_spread":0.3880711866496064,"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."}}