{"id":"W2037579034","doi":"10.2310/7070.2005.34503","title":"Subannular Ventilation Tubes: Retrospective Study","year":2005,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Atelectasis; Surgery; Complication; Audiogram; Otitis; Perforation; Tympanic Membrane Perforation; Eustachian tube; Retrospective cohort study; Middle ear; Hearing loss; Audiology; Tympanoplasty; Internal medicine; Lung","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":[0.0005483164,0.0003539542,0.0005449405,0.001090519,0.0004369148,0.0004944722,0.0003891052,0.0006392188,0.001943439],"category_scores_gemma":[0.003405799,0.0003742178,0.0004570434,0.001077935,0.0005389354,0.0005791117,0.0003694188,0.0004561741,0.0004125713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569337,"about_ca_system_score_gemma":0.0003987742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005737079,"about_ca_topic_score_gemma":0.0005615652,"domain_scores_codex":[0.9992279,0.0001620302,0.0001200355,0.0001677333,0.0001939332,0.0001283277],"domain_scores_gemma":[0.9966317,0.0008613926,0.001703371,0.0002512137,0.0002149263,0.0003374591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002289371,0.0001081617,0.9889791,0.00004962452,0.00003641899,0.006039143,0.0001267923,0.00004177345,0.0003829697,0.00003660922,0.0001066168,0.003863914],"study_design_scores_gemma":[0.00009217536,0.003023875,0.8709529,0.00008252875,0.0001008004,0.1226587,0.0008311157,0.0003338045,0.0005102264,0.00005551619,0.001335621,0.00002273429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998814,0.0006656029,0.0001610838,0.00001097262,0.000006019064,0.00002551213,0.00005160739,0.000003828286,0.0002613686],"genre_scores_gemma":[0.9990954,0.000405306,0.000200021,0.00002987728,0.00002969457,0.00002919308,0.0001401093,0.000003003571,0.0000674332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001943439,"threshold_uncertainty_score":0.006501436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326316509789784,"score_gpt":0.2732577885581913,"score_spread":0.2599946234602935,"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."}}