{"id":"W7097549890","doi":"","title":"& Neck Surgical Oncology / Endocrine Surgery. Sunnybrook Health Sciencesat a large Canadian referral centre","year":2016,"lang":"en","type":"article","venue":"","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Endocrine system; Endocrine surgery; MEDLINE; Surgical procedures","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006097389,0.0002484162,0.0002598374,0.00165568,0.002624737,0.0009488834,0.0008709523,0.0003463931,0.07393699],"category_scores_gemma":[0.003873663,0.0002168035,0.0001805735,0.003830849,0.0008754372,0.0004137141,0.0007698613,0.0003409651,0.002325451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01656706,"about_ca_system_score_gemma":0.0333199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.95341,"about_ca_topic_score_gemma":0.9841233,"domain_scores_codex":[0.9991779,0.00009424078,0.00007404602,0.00007914977,0.0003083377,0.0002662619],"domain_scores_gemma":[0.9970345,0.0003683294,0.0004844557,0.00007257661,0.001276283,0.0007638643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002277555,0.00009057205,0.6426541,0.00230639,0.00008036231,0.001017227,0.00138726,0.0001670588,0.000573379,0.001333362,0.1585585,0.1916041],"study_design_scores_gemma":[0.00004141142,0.00006209581,0.9130185,0.002164327,0.00005509795,0.001055062,0.006260075,0.0001660789,0.0002484207,0.0002736751,0.07663235,0.0000229011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4654903,0.05052681,0.001117466,0.02146476,0.001131803,0.001429367,0.07149749,0.000353016,0.3869891],"genre_scores_gemma":[0.9096428,0.01814657,0.003020319,0.004990526,0.0002341762,0.0003488936,0.007702537,0.00009740992,0.0558168],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.95341,"threshold_uncertainty_score":0.2473439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04430088017892357,"score_gpt":0.3329575674270968,"score_spread":0.2886566872481732,"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."}}