{"id":"W2998178725","doi":"10.1002/9780471420194.tnmc76","title":"Skin Carcinoma of the Head and Neck","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Scalp; Head and neck; Medicine; Physical examination; Carcinoma; Head (geology); Radiology; Dermatology; Pathology; Surgery; Geology","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":[0.00007102177,0.0002425023,0.0001134161,0.0007825661,0.0003943387,0.0003745704,0.0001837099,0.0002276175,0.02087559],"category_scores_gemma":[0.0002698512,0.00005585945,0.000185858,0.0006361484,0.00016972,0.0002326418,0.000259269,0.0002719144,0.004475663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003233918,"about_ca_system_score_gemma":0.0006554327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006235775,"about_ca_topic_score_gemma":0.005307274,"domain_scores_codex":[0.9999075,0.000007262921,0.000007232522,0.00001257081,0.00003053421,0.00003483141],"domain_scores_gemma":[0.9998964,0.00001341164,0.00001158632,0.00001603777,0.0000292788,0.00003328977],"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":[0.0004871642,0.0005320217,0.2022141,0.001218059,0.0001184894,0.1223252,0.0003252169,0.001393736,0.03851367,0.01463104,0.1432951,0.4749463],"study_design_scores_gemma":[0.00007489295,0.0003027272,0.2337789,0.0005721544,0.0001004722,0.2188638,0.0005656323,0.001070652,0.01703753,0.004870283,0.5227156,0.00004731713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2186573,0.01803069,0.001705952,0.001425345,0.001089409,0.0003220779,0.008680652,0.0002457749,0.7498429],"genre_scores_gemma":[0.8534751,0.01093076,0.001091599,0.0007749579,0.000410483,0.00005323742,0.002789517,0.00003148758,0.1304427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02087559,"threshold_uncertainty_score":0.06983584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439877624475512,"score_gpt":0.3173318440238039,"score_spread":0.2929330677790488,"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."}}