{"id":"W4366982357","doi":"10.1186/s40463-023-00643-8","title":"Do patients regret having in-office vocal fold injections for glottic insufficiency?","year":2023,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Regret; Breathy voice; Medicine; Univariate analysis; Multivariate analysis; Physical therapy; Internal medicine; Audiology; Phonation; Statistics","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":[0.002179454,0.0001402353,0.0003136619,0.0003551126,0.0003886205,0.0009373499,0.000206709,0.0004908228,0.001769553],"category_scores_gemma":[0.01505402,0.0001040928,0.000351803,0.0004553081,0.0004427947,0.0005780204,0.0002410548,0.0005503173,0.0001218178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003587286,"about_ca_system_score_gemma":0.0002978434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00065876,"about_ca_topic_score_gemma":0.001380994,"domain_scores_codex":[0.9990249,0.0004703865,0.00007674675,0.00007643624,0.0002200366,0.0001314775],"domain_scores_gemma":[0.992238,0.003176328,0.003853325,0.0001203447,0.0002552594,0.0003567285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000284306,0.0001025235,0.9870793,0.00004082351,0.00006701433,0.0003304386,0.0007457887,0.00007042049,0.0001126338,0.00007563486,0.0003370153,0.01075421],"study_design_scores_gemma":[0.00004605444,0.0008421325,0.9863487,0.00007722971,0.0001168516,0.004296358,0.005130797,0.001067362,0.0002278101,0.0004990976,0.001323751,0.00002382642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978562,0.0007319579,0.00008958134,0.0005761258,0.00002204569,0.000007436863,0.00004797025,0.000001559496,0.0006672124],"genre_scores_gemma":[0.999536,0.0002095961,0.0000475191,0.0001095654,0.00002979705,0.000002617644,0.00002002611,4.112835e-7,0.00004449645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002179454,"threshold_uncertainty_score":0.01152623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106058383687201,"score_gpt":0.302325069540159,"score_spread":0.271264485703287,"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."}}