{"id":"W2084322906","doi":"10.1002/lary.23503","title":"Waiting for thyroid surgery: A study of psychological morbidity and determinants of health associated with long wait times for thyroid surgery","year":2012,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Toronto General Hospital; Mount Sinai Hospital; Public Health Ontario","funders":"","keywords":"Medicine; Anxiety; Thyroidectomy; Hospital Anxiety and Depression Scale; Depression (economics); Thyroid; Surgery; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005192647,0.0003213262,0.001655651,0.0001622824,0.000248495,0.00001578968,0.0001301572,0.0001369322,0.00001528484],"category_scores_gemma":[0.001039385,0.0001979596,0.0002548506,0.0003447324,0.0001944085,0.0001602183,0.00006274388,0.000201745,0.000001770013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003280236,"about_ca_system_score_gemma":0.0001689745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548958,"about_ca_topic_score_gemma":0.00009522754,"domain_scores_codex":[0.9970568,0.0004517422,0.0009921219,0.0003718255,0.0003319467,0.000795559],"domain_scores_gemma":[0.9935779,0.004679129,0.0008718602,0.000458747,0.0002059961,0.0002063425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001668773,0.002334438,0.9761499,0.0002842517,0.0002632061,0.000006436934,0.001604841,0.000001471703,0.001506026,0.0000274102,0.01376235,0.002390938],"study_design_scores_gemma":[0.002696825,0.002649189,0.9890525,0.000432392,0.0003015374,0.00007337752,0.001185499,0.0002446572,0.002798787,0.00003544804,0.0002201396,0.0003096397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921579,0.004882314,0.00006593124,0.0003105331,0.000209508,0.002133802,0.0001054035,0.00005769909,0.00007688388],"genre_scores_gemma":[0.9987082,0.0002120003,0.00008775751,0.0003021794,0.0001957916,0.0001810418,0.00006406863,0.00005944512,0.0001894872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01354221,"threshold_uncertainty_score":0.807256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09429688862004464,"score_gpt":0.3547304921716116,"score_spread":0.260433603551567,"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."}}