{"id":"W2006139585","doi":"10.2310/7070.2002.34442","title":"Type III Tympanoplasties: The Sherbrooke Experience","year":2002,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Fleurimont","funders":"","keywords":"Medicine; Surgery; Retrospective cohort study; Mastoidectomy; Cholesteatoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001034794,0.000422376,0.0003792703,0.0009675057,0.0004228502,0.0007767447,0.000276699,0.0004668065,0.001805838],"category_scores_gemma":[0.003453885,0.0002143156,0.0005807775,0.001191797,0.0004491146,0.0006708337,0.0003444114,0.0003722748,0.0004994632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005181108,"about_ca_system_score_gemma":0.0005770744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181612,"about_ca_topic_score_gemma":0.002887629,"domain_scores_codex":[0.9992859,0.0001198393,0.0001378759,0.0001039998,0.0002080814,0.0001443474],"domain_scores_gemma":[0.998198,0.0004378365,0.0007164003,0.0001562207,0.0001553701,0.0003361844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001043453,0.0002627096,0.805293,0.0004065394,0.000258486,0.01751627,0.001055763,0.0002610692,0.003440969,0.000190362,0.002313424,0.1679578],"study_design_scores_gemma":[0.0002033168,0.002415654,0.800692,0.0006096986,0.0002360751,0.1771037,0.001808912,0.0002923048,0.003259028,0.000181657,0.01312703,0.00007073969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846451,0.0125061,0.0004354362,0.0002013975,0.0000676114,0.00001663453,0.0001579527,0.00001368569,0.0019561],"genre_scores_gemma":[0.9898353,0.00844369,0.0004740762,0.0001653169,0.00008089978,0.00001598017,0.0002017693,0.00001033773,0.0007725716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001805838,"threshold_uncertainty_score":0.006041169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943172572313709,"score_gpt":0.258797737372684,"score_spread":0.2293660116495469,"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."}}