{"id":"W4286698876","doi":"10.5489/cuaj.8010","title":"CUA-AUA Residents and Fellows Program: New Orleans 2022","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; McMaster University","funders":"","keywords":"Medical education; Gerontology; Psychology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001925266,0.0009030367,0.000434523,0.00166383,0.005625459,0.002299415,0.001372531,0.003151279,0.3464291],"category_scores_gemma":[0.001116936,0.0005653773,0.0006123675,0.0006593434,0.0009699345,0.0007731937,0.003555642,0.002677357,0.07718365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009903505,"about_ca_system_score_gemma":0.07424966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.336252,"about_ca_topic_score_gemma":0.8486812,"domain_scores_codex":[0.9984341,0.00006659108,0.0000374347,0.0001410342,0.0007356414,0.00058509],"domain_scores_gemma":[0.9918534,0.00006209748,0.00008302852,0.00004538931,0.001246265,0.00670989],"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":[0.0002101294,0.0006813414,0.003868023,0.0001453498,0.00001390976,0.0005639411,0.0001645775,0.00009814886,0.001338411,0.0009214017,0.8885076,0.1034872],"study_design_scores_gemma":[0.00007943057,0.0001416064,0.02296416,0.0002158678,0.000008366773,0.0003940346,0.0006891009,0.0002519741,0.0003412635,0.000160482,0.9747245,0.00002916417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04199712,0.009395293,0.001227547,0.08676445,0.01905718,0.001387632,0.007680946,0.001494187,0.8309956],"genre_scores_gemma":[0.01705866,0.002368262,0.001228649,0.006950388,0.0008572836,0.0001772181,0.001209348,0.0001280466,0.9700221],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3464291,"threshold_uncertainty_score":0.9322395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226129109746703,"score_gpt":0.2943015218143333,"score_spread":0.2720402307168663,"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."}}