{"id":"W3216793254","doi":"10.1177/22925503211048518","title":"The Utility of Online Information Sessions for Medical Student Recruitment in Plastic Surgery: A New Paradigm Amidst the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Psychology; Medical education; Medicine; Virology; Internal medicine; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.07243298,0.0003564752,0.0004620643,0.001156504,0.003247636,0.006116418,0.001952674,0.001686975,0.008566609],"category_scores_gemma":[0.1089095,0.0004106275,0.0005532475,0.0009718353,0.001969259,0.006954049,0.005026944,0.00229734,0.001527889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655698,"about_ca_system_score_gemma":0.006995115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166201,"about_ca_topic_score_gemma":0.003606919,"domain_scores_codex":[0.9449589,0.04571591,0.001077989,0.001079182,0.005141847,0.002026188],"domain_scores_gemma":[0.8214166,0.1358255,0.0111983,0.008270228,0.007979507,0.01530974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009885896,0.005505987,0.08563625,0.001718553,0.00005227061,0.0002567639,0.03407643,0.0002373647,0.002508771,0.003031825,0.01214775,0.8538395],"study_design_scores_gemma":[0.001523609,0.04032003,0.5745531,0.01057433,0.0004467015,0.001834345,0.1544258,0.008505997,0.01153117,0.01905438,0.176382,0.0008484839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8724813,0.002849601,0.01739225,0.06564227,0.001086708,0.005302961,0.0004104868,0.0005159376,0.03431854],"genre_scores_gemma":[0.9497426,0.001428387,0.03535166,0.006723314,0.0008681252,0.003608642,0.0001559223,0.00007590493,0.002045355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07243298,"threshold_uncertainty_score":0.3830668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1821820038105625,"score_gpt":0.3982074276946649,"score_spread":0.2160254238841024,"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."}}