{"id":"W6983642768","doi":"","title":"New Technologies in Thyroid Surgery","year":2013,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"","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":[0.004682105,0.0004525211,0.0004667949,0.003052746,0.001200364,0.004171278,0.0009415564,0.002631335,0.03170368],"category_scores_gemma":[0.00659703,0.0003711699,0.0005234992,0.002518795,0.003786207,0.005735541,0.002845395,0.003665532,0.007583199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002790259,"about_ca_system_score_gemma":0.003863417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003296633,"about_ca_topic_score_gemma":0.01040002,"domain_scores_codex":[0.9983451,0.0003724785,0.0001696842,0.0001327037,0.0008499109,0.0001301435],"domain_scores_gemma":[0.9962521,0.001547276,0.0003216511,0.0004101335,0.0008036153,0.0006651901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006055086,0.0001220255,0.001779698,0.001132059,0.00002153061,0.0008359354,0.0009353635,0.0003309532,0.00182705,0.1011709,0.2115335,0.6802505],"study_design_scores_gemma":[0.00000810601,0.00005830842,0.001822689,0.0007322413,0.000009828236,0.001588459,0.0003410308,0.0001546503,0.0003515673,0.01957292,0.9753433,0.00001690667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005994371,0.6065587,0.008160659,0.1478118,0.01806976,0.00007374727,0.0002492123,0.0002503425,0.2128315],"genre_scores_gemma":[0.04563256,0.6643531,0.01151145,0.02771854,0.02682523,0.0001256481,0.0002431361,0.0001769858,0.2234134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03170368,"threshold_uncertainty_score":0.1060594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07634223132967514,"score_gpt":0.3094376855011393,"score_spread":0.2330954541714641,"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."}}