{"id":"W2412956111","doi":"","title":"Management of goitre and small nodule disease by Canadian otolaryngologists.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Otorhinolaryngology; Nodule (geology); Context (archaeology); Thyroidectomy; Thyroid nodules; Thyroid cancer; Papillary thyroid cancer; Thyroid; General surgery; Radiology; Surgery; 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":[0.0004782501,0.0002149406,0.0001598637,0.0008154942,0.00210666,0.0007818621,0.0008217483,0.0004596773,0.002018914],"category_scores_gemma":[0.00297647,0.0001309102,0.0002510082,0.001633643,0.0007067005,0.0003344756,0.0005481573,0.0004235826,0.0002045605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01357286,"about_ca_system_score_gemma":0.02222073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9431235,"about_ca_topic_score_gemma":0.9703525,"domain_scores_codex":[0.998904,0.00006667702,0.00005888763,0.00008256607,0.0005776183,0.0003102078],"domain_scores_gemma":[0.9981087,0.0001140039,0.0005570279,0.00002464292,0.0005671764,0.0006283041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007297204,0.00007658592,0.9472365,0.000258239,0.0000331608,0.001509434,0.001849631,0.0001217888,0.0008355549,0.0001451743,0.006673,0.04118803],"study_design_scores_gemma":[0.00001732213,0.00008777379,0.9814688,0.0002232173,0.00004250377,0.003062642,0.004903755,0.0002503363,0.0001312262,0.00004472955,0.009747032,0.00002063145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601492,0.01256023,0.0002145053,0.007088565,0.0001030469,0.0001196057,0.001478185,0.00003587914,0.0182508],"genre_scores_gemma":[0.9933726,0.003861326,0.0004316243,0.000767559,0.0000341169,0.00001721474,0.0005352368,0.000004947719,0.0009753669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9431235,"threshold_uncertainty_score":0.1144229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964855694257689,"score_gpt":0.2066398285130563,"score_spread":0.1869912715704794,"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."}}