{"id":"W4291012573","doi":"10.3390/cancers14163894","title":"Oligometastatic Head and Neck Cancer: Challenges and Perspectives","year":2022,"lang":"en","type":"review","venue":"Cancers","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Université de Montréal","funders":"University of Warwick; Princess Margaret Cancer Foundation","keywords":"Medicine; Radiation therapy; Oncology; Disease; Head and neck cancer; Internal medicine; Head and neck squamous-cell carcinoma; Metastasis; Immunotherapy; Clinical trial; Cancer; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002000086,0.0005895562,0.002091929,0.002576085,0.0002774193,0.001499087,0.0007963387,0.001086973,0.002813898],"category_scores_gemma":[0.002944585,0.0002671721,0.001010843,0.003317677,0.0004997512,0.001934379,0.0006445184,0.001474405,0.000717204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008011078,"about_ca_system_score_gemma":0.002816916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002173658,"about_ca_topic_score_gemma":0.005624854,"domain_scores_codex":[0.9994724,0.0001648947,0.0001173019,0.0000632114,0.0001484711,0.0000336862],"domain_scores_gemma":[0.9974032,0.001740444,0.0002464365,0.00003815399,0.0005015361,0.00007011967],"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":[0.0001318743,0.00004533967,0.0003759461,0.0992246,0.0003278189,0.0002049636,0.0001458412,0.0002659249,0.0006633711,0.002949991,0.02564507,0.8700193],"study_design_scores_gemma":[0.00004134037,0.0001747932,0.002502616,0.07147303,0.001161475,0.001758371,0.0004061667,0.0001315146,0.0003118148,0.003497708,0.9184973,0.00004393728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004119153,0.9993544,0.0000250643,0.000326175,0.00009076344,0.000001490299,0.000007873981,0.000001560492,0.0001513843],"genre_scores_gemma":[0.0003136195,0.9992359,0.00006623,0.0002118931,0.00008990973,0.000003180671,0.00001052811,5.625532e-7,0.00006812454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002813898,"threshold_uncertainty_score":0.01057756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1617039569536922,"score_gpt":0.3954603729951045,"score_spread":0.2337564160414123,"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."}}