{"id":"W4381032950","doi":"10.1016/j.oraloncology.2023.106444","title":"Management of metastatic head and neck Cancer: An all-in, kitchen-sink Approach?","year":2023,"lang":"en","type":"letter","venue":"Oral Oncology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Medicine; Head and neck cancer; Head and neck; Cancer; Intensive care medicine; First line; Palliative care; Internal medicine; Oncology; Surgery; Nursing","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":[0.001529488,0.0006319119,0.0009130647,0.0005635249,0.004004351,0.003114529,0.001566367,0.02986738,0.008609986],"category_scores_gemma":[0.008338436,0.0005260875,0.000912312,0.0005301976,0.002403092,0.006506856,0.002311689,0.02333779,0.003338585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003607939,"about_ca_system_score_gemma":0.005143795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005947087,"about_ca_topic_score_gemma":0.01687778,"domain_scores_codex":[0.9981249,0.0006664679,0.0002221802,0.0001954431,0.0004089619,0.0003820416],"domain_scores_gemma":[0.9978114,0.0006832377,0.000208076,0.00006704951,0.0003981888,0.0008321197],"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":[0.0001106826,0.0001414235,0.004904093,0.0001902986,0.00003588912,0.03332325,0.0005061532,0.0004406284,0.0006666348,0.009558784,0.9124597,0.03766252],"study_design_scores_gemma":[0.0002218728,0.00029875,0.004235924,0.001500398,0.00006768054,0.07025509,0.004547629,0.001574513,0.0003301465,0.04109698,0.8757412,0.0001298249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008867438,0.002015547,0.0002183007,0.9863014,0.00579622,0.00001061228,0.00001556373,0.00001420139,0.004741292],"genre_scores_gemma":[0.01703899,0.005728618,0.001166524,0.9196984,0.0483169,0.0000399139,0.00003319523,0.0000312882,0.00794626],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02986738,"threshold_uncertainty_score":0.02880323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191708274085712,"score_gpt":0.4018494362578806,"score_spread":0.2826786088493093,"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."}}