{"id":"W2159548062","doi":"10.1001/archotol.134.1.85","title":"Objective and Subjective Scar Aesthetics in Minimal Access vs Conventional Access Parathyroidectomy and Thyroidectomy Surgical Procedures","year":2008,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Surgery; Parathyroidectomy; Scars; Thyroidectomy; Prospective cohort study; Retrospective cohort study; Patient satisfaction; Cohort; Population; Thyroid; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002009032,0.000166337,0.000253259,0.0004221435,0.0001967448,0.0004463758,0.0002136713,0.0002209741,0.003435228],"category_scores_gemma":[0.009976427,0.0001334014,0.0004482921,0.0003142,0.0003725017,0.0004451614,0.0004830818,0.0003564503,0.0002167058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283608,"about_ca_system_score_gemma":0.0002062979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003361779,"about_ca_topic_score_gemma":0.0008228513,"domain_scores_codex":[0.9988021,0.0003802854,0.0001048538,0.0001554864,0.0004459559,0.0001113028],"domain_scores_gemma":[0.9915638,0.003099839,0.003803353,0.0002740673,0.0004183993,0.0008405349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004505238,0.0005467316,0.9738868,0.00009420158,0.0001229488,0.0004080915,0.000317419,0.0001689182,0.001947192,0.00004576903,0.0001640863,0.0177927],"study_design_scores_gemma":[0.00009422602,0.005973831,0.9901717,0.00001849955,0.00004908567,0.002155614,0.0005620979,0.0003803363,0.0003204731,0.00004567671,0.0002191301,0.000009397003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999359,0.0001480982,0.0001014597,0.00001124661,0.000006408231,0.0000156292,0.00003964642,0.000001343758,0.0003172256],"genre_scores_gemma":[0.9996608,0.00003743722,0.0001032165,0.00001640108,0.00001076915,0.00001261093,0.00006237267,0.000001039674,0.00009534026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003435228,"threshold_uncertainty_score":0.01149195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793506785127602,"score_gpt":0.3011582901656123,"score_spread":0.2732232223143363,"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."}}