{"id":"W4362659004","doi":"10.1016/j.otc.2023.02.001","title":"Larynx Cancer","year":2023,"lang":"en","type":"editorial","venue":"Otolaryngologic Clinics of North America","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Larynx; Cancer; General surgery; 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":[0.005906825,0.003537157,0.004756073,0.00371429,0.003231011,0.006013603,0.002775184,0.01549198,0.02096597],"category_scores_gemma":[0.02028012,0.001849069,0.002880009,0.001716259,0.001685476,0.003346542,0.00199223,0.02143279,0.0181367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004651793,"about_ca_system_score_gemma":0.004088113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005542524,"about_ca_topic_score_gemma":0.02113327,"domain_scores_codex":[0.9959546,0.0008041802,0.0005508474,0.0004254748,0.001901048,0.0003637225],"domain_scores_gemma":[0.9846548,0.004447906,0.001037717,0.0004934456,0.006320064,0.003045986],"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":[0.00001947979,0.000004158002,0.00003130044,0.0001291869,0.0000143174,0.00007602726,0.000003613885,0.000007777028,0.00002321063,0.00007127927,0.9944616,0.005158037],"study_design_scores_gemma":[0.0001189556,0.00003169724,0.0006786401,0.0007849164,0.0001246233,0.0003894159,0.00003937711,0.00008458298,0.00005179648,0.0004681549,0.9972102,0.00001761786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002563859,0.01026567,0.0000521174,0.02880719,0.9582039,0.00001586644,0.00004768971,0.00003609316,0.002545783],"genre_scores_gemma":[0.0003551928,0.007395593,0.00006851821,0.0299014,0.9530602,0.00002554863,0.00006200958,0.00002302458,0.009108435],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02096597,"threshold_uncertainty_score":0.07013816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238181701138499,"score_gpt":0.3595504482026293,"score_spread":0.3271686311912443,"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."}}