{"id":"W2022803157","doi":"10.1111/coa.12040","title":"Missed training opportunities in daycase otorhinolaryngology","year":2012,"lang":"en","type":"letter","venue":"Clinical Otolaryngology","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Otorhinolaryngology; Queen (butterfly); General hospital; General surgery; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.002443053,0.0003115548,0.0005841879,0.000993326,0.007066422,0.00339617,0.001788495,0.01216284,0.01688489],"category_scores_gemma":[0.01942984,0.0004735136,0.0005230692,0.001274492,0.001257576,0.003626029,0.002961974,0.007817672,0.001560963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004300854,"about_ca_system_score_gemma":0.006945173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00961026,"about_ca_topic_score_gemma":0.04582723,"domain_scores_codex":[0.9941199,0.001143144,0.0006624675,0.0003743816,0.0009118872,0.002788082],"domain_scores_gemma":[0.9724098,0.004115828,0.003964827,0.0003938379,0.002786253,0.01632942],"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":[0.0005270714,0.001793959,0.3495784,0.0004462206,0.00009847617,0.1943239,0.004559876,0.0005956072,0.001044064,0.004054252,0.363408,0.0795702],"study_design_scores_gemma":[0.0002383014,0.001181148,0.4370477,0.002637384,0.0001356993,0.3258627,0.09016312,0.002667723,0.0007259222,0.01400436,0.1250737,0.0002623133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2533647,0.00340078,0.0004527291,0.6729155,0.01155425,0.00007670429,0.0003694909,0.00008160879,0.0577841],"genre_scores_gemma":[0.8856038,0.002361337,0.0007985745,0.08583701,0.01521863,0.00007185427,0.0001947144,0.0000591533,0.009854795],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01688489,"threshold_uncertainty_score":0.05648559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2378808639883025,"score_gpt":0.3870021271152327,"score_spread":0.1491212631269302,"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."}}