{"id":"W4293554373","doi":"10.5489/cuaj.8097","title":"2022 American Society of Clinical Oncology (ASCO): Meeting highlights","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Alberta; Bausch Health (Canada); Princess Margaret Cancer Centre; University of Toronto; University of British Columbia","funders":"Ipsen; Astellas Pharma; Seagen; EMD Serono; UroGen Pharma; Pfizer; Veracyte; Eisai; Sanofi; AstraZeneca; American Society of Clinical Oncology","keywords":"Clinical Oncology; Medicine; Medical physics; Internal medicine; Oncology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003141796,0.001472788,0.0009547459,0.001870509,0.003063963,0.005010422,0.001186718,0.006297355,0.1615939],"category_scores_gemma":[0.007318419,0.0006295759,0.0009317305,0.001557707,0.0008153924,0.0009697958,0.002015024,0.004607096,0.07605197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004256462,"about_ca_system_score_gemma":0.01542851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01792025,"about_ca_topic_score_gemma":0.06155911,"domain_scores_codex":[0.9970074,0.0003493267,0.0001401248,0.0002250157,0.001597647,0.0006804619],"domain_scores_gemma":[0.9895267,0.0005865091,0.0004963385,0.0001906862,0.005340387,0.003859276],"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":[0.00002170198,0.000008122798,0.0001011925,0.00004046958,0.00000288918,0.00004092753,0.000002892069,0.00001283254,0.00006286364,0.0001119528,0.9907777,0.008816537],"study_design_scores_gemma":[0.0000216563,0.00001392141,0.0007441033,0.00008497971,0.000005080924,0.00008442067,0.00002821841,0.00003801289,0.00004942878,0.000123615,0.9988015,0.00000507445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001472937,0.01780769,0.0006472614,0.2968482,0.3661493,0.0007746157,0.005413901,0.0003706747,0.3105154],"genre_scores_gemma":[0.01269999,0.0233486,0.001386204,0.09336773,0.3007093,0.0006728258,0.007001601,0.0003813892,0.5604324],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1615939,"threshold_uncertainty_score":0.5405854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05442864243089597,"score_gpt":0.3684301274910697,"score_spread":0.3140014850601738,"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."}}