{"id":"W2507087029","doi":"10.1097/scs.0000000000002900","title":"Public Perception of the Burden of Microtia","year":2016,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Medicine; Microtia; Interquartile range; Population; Visual analogue scale; Monocular; Psychosocial; Audiology; Optometry; Pediatrics; Surgery; Psychiatry; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002712548,0.0001073559,0.000184758,0.0007917506,0.0005294298,0.001257714,0.0002055389,0.0004767346,0.003076218],"category_scores_gemma":[0.01794615,0.0001147495,0.0003583166,0.0005901601,0.0008423718,0.0008604767,0.001089811,0.0006495475,0.0001390281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006687406,"about_ca_system_score_gemma":0.0004670991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003336837,"about_ca_topic_score_gemma":0.00416343,"domain_scores_codex":[0.9978887,0.001167029,0.0001295231,0.00009358931,0.0005355776,0.0001855263],"domain_scores_gemma":[0.9838989,0.005294478,0.008009407,0.0006665768,0.001175384,0.0009552498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001602884,0.00008576937,0.9627176,0.00006368091,0.00006943921,0.0004125787,0.003696838,0.000116894,0.0002024559,0.0004464659,0.001251108,0.03077698],"study_design_scores_gemma":[0.00001152865,0.0001811471,0.9877754,0.0001065847,0.00003945315,0.0007504994,0.008463304,0.0004643046,0.0001163379,0.0005207211,0.001551264,0.0000193799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937485,0.0005180045,0.00009239673,0.002078182,0.00002809687,0.000005707691,0.00008490703,0.000004177282,0.003439988],"genre_scores_gemma":[0.9996302,0.0001395569,0.00002607452,0.00007821793,0.00002214738,0.000001406646,0.0000165741,6.576209e-7,0.00008511579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003336837,"threshold_uncertainty_score":0.01434547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686691751686044,"score_gpt":0.2628061323677678,"score_spread":0.2259392148509073,"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."}}