{"id":"W2153400774","doi":"10.1001/archoto.2011.188","title":"Hyaluronic Acid Fat Graft Myringoplasty<subtitle>An Office-Based Technique Adapted to Children</subtitle>","year":2011,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Myringoplasty; Surgery; Obstructive sleep apnea; Tympanic Membrane Perforation; Anesthesia; Tympanoplasty","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004363122,0.0004503977,0.001123016,0.0008375737,0.0001558539,0.00001406158,0.0002274605,0.0002929194,0.000643471],"category_scores_gemma":[0.0003424239,0.0004211269,0.0003402534,0.0003479204,0.000496107,0.0001701208,0.0001380524,0.0004904891,0.0001211364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001825257,"about_ca_system_score_gemma":0.0002881993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001234531,"about_ca_topic_score_gemma":0.000233347,"domain_scores_codex":[0.9971836,0.0002796041,0.0007227038,0.0007457054,0.0002818582,0.0007865723],"domain_scores_gemma":[0.9975469,0.0007386314,0.0002281046,0.0007737541,0.00006653458,0.0006461045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0020112,0.0009427957,0.8561631,0.0002948915,0.0002176375,0.0004460385,0.0006982042,0.000002268172,0.1293091,0.0008016381,0.001272192,0.00784094],"study_design_scores_gemma":[0.000891135,0.0009924767,0.9276971,0.0006142135,0.0001065018,0.0003726769,0.00001124601,0.00007513921,0.06554047,0.0001729819,0.003099157,0.0004269473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918845,0.0007917591,0.000517268,0.0001983897,0.0003762265,0.0008016514,0.00005444412,0.0002077702,0.00516797],"genre_scores_gemma":[0.9938474,0.0002500374,0.004151823,0.0008541553,0.0001937357,0.0001094949,0.0002186453,0.00008670346,0.0002879584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07153395,"threshold_uncertainty_score":0.999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207711981169407,"score_gpt":0.2389618610238186,"score_spread":0.2168847412121245,"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."}}