{"id":"W2138934511","doi":"10.1001/jamafacial.2014.552","title":"Incisionless Otoplasty","year":2014,"lang":"en","type":"article","venue":"JAMA Facial Plastic Surgery","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Otoplasty; Surgery; Perioperative; Fibrous joint; Hematoma; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007204046,0.0001961944,0.0005469104,0.0002440542,0.0001044726,0.00004545502,0.00006452433,0.0002073241,0.0008185837],"category_scores_gemma":[0.01321031,0.0001687589,0.0002250817,0.0002813686,0.0001013183,0.0001496211,0.00004687255,0.0003098547,0.001136376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000336784,"about_ca_system_score_gemma":0.0001771106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001806481,"about_ca_topic_score_gemma":0.00001787581,"domain_scores_codex":[0.9982864,0.0001020597,0.0004079407,0.0003133641,0.0004812358,0.000408983],"domain_scores_gemma":[0.9913393,0.00782323,0.00009910537,0.0002835113,0.0001051876,0.0003496517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003858788,0.000151603,0.8178117,0.00008875029,0.00004172719,0.0002435838,0.00008054626,0.00001039714,0.0009911414,0.0003510161,0.04011727,0.1397263],"study_design_scores_gemma":[0.0005788015,0.00006000658,0.847582,0.0002352715,0.00004688677,0.0001145838,0.0000350801,0.0004347059,0.0008080659,0.0001459993,0.1497167,0.0002419538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834932,0.00004115275,0.001834158,0.0002857222,0.006542835,0.0001041354,0.00001691069,0.0001628031,0.00751905],"genre_scores_gemma":[0.9965133,0.00002107296,0.0001768334,0.0008285189,0.001516538,0.00001368621,0.0000627675,0.00003027895,0.0008370086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1394844,"threshold_uncertainty_score":0.9996414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836008324415041,"score_gpt":0.2409285864947082,"score_spread":0.2225685032505578,"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."}}