{"id":"W2109140694","doi":"10.1158/1078-0432.621.11.2","title":"Classic and Molecular Cytogenetic Analyses Reveal Chromosomal Gains and Losses Correlated with Survival in Head and Neck Cancer Patients","year":2005,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Head and neck cancer; Head and neck; Cancer; Biology; Cytogenetics; Oncology; Genetics; Pathology; Medicine; Chromosome; Surgery; Gene","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":[0.0001601976,0.0001419591,0.00009139424,0.0004002078,0.0001599339,0.0001559947,0.00009797292,0.0002049723,0.001381921],"category_scores_gemma":[0.0008077322,0.00006940274,0.00008892451,0.0002751697,0.0002060518,0.0001290346,0.0001316377,0.0001767755,0.0001438384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533606,"about_ca_system_score_gemma":0.0001248542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189538,"about_ca_topic_score_gemma":0.001721295,"domain_scores_codex":[0.9999112,0.0000180359,0.000008902366,0.00001990104,0.00002139887,0.00002051053],"domain_scores_gemma":[0.9996895,0.00008733034,0.0001082275,0.00001288414,0.00004181888,0.0000602694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003104951,0.00001394303,0.992195,0.000009529998,0.00002220688,0.0001055042,0.00003144094,0.00008592727,0.004670667,0.00001019933,0.00006930238,0.002475784],"study_design_scores_gemma":[0.000007107648,0.0001181795,0.9982816,0.000001776168,0.00001897512,0.0005478853,0.00007204821,0.0001597688,0.0006505234,0.0000187481,0.0001217468,0.000001665605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999651,0.000151266,0.00004891648,0.00001550916,0.000001505615,0.000001541293,0.00004695584,0.000001921841,0.00008131313],"genre_scores_gemma":[0.9997601,0.00004362503,0.00003594669,0.000006181777,0.000003382444,0.000001990584,0.00008058034,3.417923e-7,0.00006791494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001381921,"threshold_uncertainty_score":0.004623055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2669193044050199,"score_gpt":0.5405949756844544,"score_spread":0.2736756712794345,"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."}}