{"id":"W2769747796","doi":"10.1002/hed.25026","title":"AHNS Series: Do you know your guidelines? Guideline recommendations for head and neck cancer of unknown primary site","year":2017,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Guideline; Head and neck cancer; Head and neck; Tonsillectomy; Cancer; Radiation therapy; Physical examination; Oncology; Medical physics; General surgery; Pathology; Internal medicine; Surgery","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":[0.005143038,0.0006259138,0.001016966,0.003627372,0.00119173,0.002012975,0.002439919,0.004046321,0.007847947],"category_scores_gemma":[0.03278999,0.0003907879,0.00124911,0.002434346,0.0008365542,0.003151133,0.001306969,0.005258747,0.006245854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002427526,"about_ca_system_score_gemma":0.009558356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427432,"about_ca_topic_score_gemma":0.03772233,"domain_scores_codex":[0.9955,0.001672219,0.001152727,0.0001479947,0.001308409,0.0002186578],"domain_scores_gemma":[0.9804349,0.004025538,0.001978033,0.0003168602,0.01112233,0.002122313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001784039,0.00006400078,0.00113473,0.001098126,0.00002408986,0.0002491568,0.0001549708,0.0002043053,0.00007201685,0.001510575,0.8619389,0.1335314],"study_design_scores_gemma":[0.00007229587,0.00004215529,0.002301597,0.01629091,0.00008920556,0.00107916,0.0004608026,0.0002885801,0.0000897398,0.004232319,0.9750143,0.0000388162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002853364,0.1799756,0.008410627,0.6859509,0.0394614,0.001715074,0.003381874,0.0008404569,0.07741062],"genre_scores_gemma":[0.02780482,0.4715284,0.10015,0.3035079,0.03845412,0.003814116,0.01376471,0.0004975357,0.04047835],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01427432,"threshold_uncertainty_score":0.02838248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0988055507112547,"score_gpt":0.4193357118317741,"score_spread":0.3205301611205195,"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."}}