{"id":"W2058591139","doi":"10.1177/0194599811399556","title":"What Are Thyroidectomy Patients Really Concerned About?","year":2011,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Western University; Jewish General Hospital; McGill University","funders":"McGill University","keywords":"Varimax rotation; Psychosocial; Thyroidectomy; Medicine; Feeling; General surgery; Thyroid; Psychometrics; Clinical psychology; Psychology; Psychiatry; Internal medicine; Cronbach's alpha; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001805163,0.000254322,0.0005820822,0.0001581602,0.00008550016,0.0000251282,0.0001658354,0.0002747785,0.0005916877],"category_scores_gemma":[0.0001458221,0.0002207532,0.0001759701,0.0001992434,0.0001816027,0.0003329432,0.00007649848,0.0003123296,0.0007244335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004493645,"about_ca_system_score_gemma":0.0001039998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007753012,"about_ca_topic_score_gemma":0.00003895049,"domain_scores_codex":[0.9982984,0.0001235865,0.0003984035,0.000454911,0.0002114231,0.0005132917],"domain_scores_gemma":[0.9986602,0.00009314201,0.0002036627,0.0005585939,0.0002004635,0.0002839414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008542532,0.0004995043,0.9667214,0.00003774664,0.0001234098,0.0005013329,0.001416243,1.150631e-7,0.002501015,0.000777029,0.0254049,0.001163041],"study_design_scores_gemma":[0.002467809,0.0005181641,0.9628744,0.00008220661,0.00006803944,0.0001297932,0.0002300696,0.000007532812,0.002336625,0.0001877102,0.03084979,0.0002478937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606777,0.00258824,0.00002474118,0.000255142,0.001364389,0.0004446235,0.0000105967,0.000162589,0.03447196],"genre_scores_gemma":[0.9922063,0.0006976718,0.0003120232,0.00358879,0.0002305997,0.00005501577,0.00009104038,0.00004944401,0.002769128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03170283,"threshold_uncertainty_score":0.9311368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011766742552936,"score_gpt":0.2571098261032357,"score_spread":0.2269921586777064,"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."}}