{"id":"W3047866783","doi":"10.1200/jco.20.01584","title":"ASCO Voices 2020","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00257618,0.0006389792,0.0005586104,0.001171201,0.001963896,0.007169211,0.001373046,0.00758278,0.3801045],"category_scores_gemma":[0.00963176,0.0003747672,0.0008260038,0.0008712776,0.001037248,0.002086506,0.003115669,0.006391666,0.3018496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396594,"about_ca_system_score_gemma":0.006096236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00296242,"about_ca_topic_score_gemma":0.00735537,"domain_scores_codex":[0.9984632,0.0002006663,0.00007430335,0.0001493955,0.0007032219,0.0004093217],"domain_scores_gemma":[0.9953572,0.0005417604,0.0002415538,0.0002401861,0.001083326,0.002535901],"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":[0.00001326334,0.00001064847,0.0000577155,0.00004288729,0.000001442729,0.0000347969,0.000008743723,0.00001107594,0.00003731948,0.001947636,0.9819576,0.01587698],"study_design_scores_gemma":[0.000005068002,0.00000390394,0.00008693008,0.0000575651,0.000001007284,0.00003035699,0.00001780575,0.00001070174,0.00001586014,0.0007646168,0.9990042,0.000002027546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0004237436,0.004188853,0.0006346275,0.1150733,0.1534596,0.0001179533,0.001747443,0.0007635045,0.723591],"genre_scores_gemma":[0.003787903,0.0023858,0.0006602315,0.07591345,0.03147702,0.0001831558,0.001764106,0.0005064358,0.883322],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3801045,"threshold_uncertainty_score":0.8842056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3392363524492867,"score_gpt":0.591611317636924,"score_spread":0.2523749651876372,"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."}}