{"id":"W4391321572","doi":"10.1503/cmaj.230868","title":"Traumatic tympanic membrane perforations","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Context (archaeology); Tympanum (architecture); Tympan; Medicine; Auditory canal; Tympanic cavity; Ear canal; Middle ear; Surgery; Biology; Radiology","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":[0.0002993611,0.00108693,0.000870219,0.001364806,0.001519518,0.001657933,0.0006613976,0.001271621,0.01408121],"category_scores_gemma":[0.002860451,0.0002613774,0.0007984187,0.00148111,0.001337168,0.001377359,0.001740268,0.002009766,0.006058067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009471076,"about_ca_system_score_gemma":0.001596506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002059857,"about_ca_topic_score_gemma":0.001960995,"domain_scores_codex":[0.9990049,0.00006839813,0.0001050517,0.0001215153,0.0003841023,0.0003160743],"domain_scores_gemma":[0.9990574,0.00009455781,0.0003493563,0.0000932226,0.0001472896,0.0002582424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005684941,0.0002246565,0.06102726,0.001831261,0.0001735386,0.6753447,0.0006050722,0.0005710932,0.01328212,0.007381849,0.03975746,0.1992324],"study_design_scores_gemma":[0.00003964541,0.0001595484,0.01853307,0.0005780034,0.00005299115,0.9497563,0.0003737862,0.0001955949,0.001953063,0.002308727,0.0260106,0.00003877607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4426119,0.1527,0.05150685,0.009209559,0.008108943,0.001583788,0.005387909,0.003958746,0.3249322],"genre_scores_gemma":[0.9340702,0.03435633,0.004801203,0.004470847,0.003273005,0.0002165784,0.001658815,0.000163411,0.01698964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01408121,"threshold_uncertainty_score":0.04710633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155467200465071,"score_gpt":0.2510960508598962,"score_spread":0.2395413788552455,"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."}}