{"id":"W1965074630","doi":"10.3747/co.v17i4.515","title":"Malignant Melanoma Metastatic to the Larynx: Treatment and Functional Outcome","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Larynx; Melanoma; Radiation therapy; Laryngectomy; Metastatic melanoma; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001139199,0.0001305871,0.0002799614,0.0000549181,0.00008260331,0.0000112427,0.00003256253,0.00003316962,0.0004754598],"category_scores_gemma":[0.00003470141,0.00006846266,0.00007755581,0.00006875344,0.00005616951,0.0000172358,0.00003615918,0.0001236176,0.0001504594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783494,"about_ca_system_score_gemma":0.0001200736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007095229,"about_ca_topic_score_gemma":0.0009173848,"domain_scores_codex":[0.9992721,0.00003220409,0.0001844997,0.000229809,0.0000975848,0.0001837959],"domain_scores_gemma":[0.9993795,0.0001495021,0.00004426137,0.0002170831,0.00004190537,0.0001677503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000201943,0.001915811,0.6531928,0.00003049745,0.0002629695,0.00007179615,0.0004121465,0.000001841959,0.0004772409,0.002301751,0.00977594,0.3313553],"study_design_scores_gemma":[0.001741185,0.001305774,0.3827648,0.000008864568,0.000308295,0.0001752939,0.00005051013,0.00001685601,0.0002021275,0.00005309035,0.613318,0.00005526343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744368,0.00179586,0.00005422073,0.02002414,0.002196822,0.0006778595,0.00003383502,0.00002265232,0.0007577864],"genre_scores_gemma":[0.9975523,0.0002784494,0.0002927055,0.000576422,0.0003277145,0.0004780128,0.00003657711,0.00001067603,0.0004471692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.603542,"threshold_uncertainty_score":0.5205952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608868118358265,"score_gpt":0.424906023188505,"score_spread":0.2640192113526785,"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."}}