{"id":"W4391462478","doi":"10.3390/jcm13030836","title":"Cholesteatoma Severity Determines the Risk of Recurrent Paediatric Cholesteatoma More Than the Surgical Approach","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Cholesteatoma; Mastoidectomy; Surgery; Stage (stratigraphy); Proportional hazards model","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":[0.0005693579,0.0002239795,0.0002881176,0.0007971047,0.0001517839,0.0003603251,0.0001787741,0.0002978826,0.001546525],"category_scores_gemma":[0.004595451,0.0001742063,0.0006068994,0.0008461931,0.0003466389,0.0004480761,0.0002350688,0.0002826977,0.0002279685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614383,"about_ca_system_score_gemma":0.0004303316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027128,"about_ca_topic_score_gemma":0.002864547,"domain_scores_codex":[0.9993881,0.0001323541,0.00009902441,0.0001063912,0.0002038796,0.00007029125],"domain_scores_gemma":[0.9955159,0.001013434,0.002740798,0.000099617,0.000377672,0.0002526539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002466447,0.000002122159,0.9975879,0.00002092332,0.00002222682,0.0001538537,0.00001674622,0.00002155386,0.0001754687,0.000005210755,0.0000242131,0.001944968],"study_design_scores_gemma":[0.000001313205,0.00003020158,0.99733,0.00001740998,0.00002599175,0.002243266,0.00007020344,0.00004968456,0.00008829946,0.000007661716,0.0001343714,0.000001833669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953312,0.00366453,0.0002041064,0.00008978236,0.00001022076,0.000005507924,0.0001738448,0.000005766225,0.0005151277],"genre_scores_gemma":[0.9988717,0.0008001145,0.0001241126,0.000008679997,0.00001508335,0.000001879332,0.0001049147,0.000002543241,0.00007099648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002027128,"threshold_uncertainty_score":0.005173683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05214774365035273,"score_gpt":0.389790553567894,"score_spread":0.3376428099175413,"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."}}