{"id":"W4362660626","doi":"10.1016/j.otc.2023.01.003","title":"Non-squamous Laryngeal Cancer","year":2023,"lang":"en","type":"review","venue":"Otolaryngologic Clinics of North America","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Victoria Hospital","funders":"","keywords":"Medicine; Malignancy; Larynx; Squamous carcinoma; Cancer; Presentation (obstetrics); Differential diagnosis; Basal cell; Lesion; Dermatology; Radiology; Pathology; Carcinoma; 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":[0.0005751167,0.0007239539,0.001791626,0.004776711,0.0003050623,0.0008418875,0.0005675448,0.0005163355,0.01018988],"category_scores_gemma":[0.001571365,0.0002814804,0.0009673735,0.00597747,0.0003834274,0.0008593082,0.0008071847,0.0004827894,0.001509423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007085831,"about_ca_system_score_gemma":0.002510698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007134874,"about_ca_topic_score_gemma":0.02478922,"domain_scores_codex":[0.9997104,0.00005589344,0.00009283004,0.00004842939,0.00006608828,0.00002623721],"domain_scores_gemma":[0.9994898,0.0002715804,0.00011485,0.00001423875,0.00008364957,0.00002585956],"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":[0.0001168544,0.00003727882,0.001991852,0.147773,0.0006939043,0.0002053257,0.0001142091,0.00009321424,0.000594738,0.0005654644,0.04089187,0.8069223],"study_design_scores_gemma":[0.0001297427,0.0002288146,0.02064902,0.1709731,0.007374102,0.002403161,0.0005203966,0.00006391687,0.0004845666,0.0005977323,0.7965335,0.00004189637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001329781,0.9988492,0.00001452942,0.00007348465,0.0001284334,0.000008565885,0.0001008025,0.000002449782,0.0006895805],"genre_scores_gemma":[0.0008694522,0.9984428,0.00003987424,0.0001597929,0.00006761118,0.000009171566,0.0001012296,6.251437e-7,0.0003094328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01018988,"threshold_uncertainty_score":0.03408849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102126802389939,"score_gpt":0.4119136074839261,"score_spread":0.3097868050939871,"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."}}