{"id":"W2774137037","doi":"10.1002/lary.27034","title":"Management of head and neck primary unknown squamous cell carcinoma using combined positron emission tomography‐computed tomography and transoral laser microsurgery","year":2017,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital; Dalhousie University","funders":"","keywords":"Medicine; Transoral laser microsurgery; Occult; Positron emission tomography; Head and neck cancer; Radiation therapy; Radiology; Head and neck squamous-cell carcinoma; Primary tumor; Microsurgery; Cancer; Nuclear medicine; Surgery; Metastasis; Internal medicine; Pathology","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":[0.0005991183,0.0002884601,0.0004117558,0.0004908354,0.0002872545,0.000294744,0.0003397443,0.0002487487,0.0006232466],"category_scores_gemma":[0.0008769221,0.0001460498,0.0004414018,0.0002134101,0.0003051807,0.0002746837,0.0003701206,0.0003072236,0.0001851767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003279659,"about_ca_system_score_gemma":0.0005692334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007247356,"about_ca_topic_score_gemma":0.00195093,"domain_scores_codex":[0.9997802,0.00006322002,0.00002684236,0.00003421827,0.00005363116,0.0000419034],"domain_scores_gemma":[0.9997701,0.00006311967,0.00006952109,0.00003067864,0.00002145391,0.00004512397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006146257,0.003988712,0.5289459,0.0007869031,0.0005240828,0.01022489,0.0003286707,0.004880844,0.06026573,0.000193091,0.001255617,0.3824593],"study_design_scores_gemma":[0.002260623,0.06248115,0.792418,0.0003614545,0.0009977,0.08854745,0.0006779742,0.009711014,0.03516382,0.0003953525,0.006886843,0.00009868346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933705,0.002829665,0.002431559,0.0001405091,0.00002450517,0.0001820685,0.00003194662,0.00002556049,0.000963672],"genre_scores_gemma":[0.99644,0.0009812431,0.002135088,0.00007480746,0.00006011906,0.0001051351,0.00004726082,0.00000334842,0.0001530293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007247356,"threshold_uncertainty_score":0.003168464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778861081337512,"score_gpt":0.2646625472540796,"score_spread":0.2468739364407045,"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."}}