{"id":"W2090644399","doi":"10.1002/cncr.10232","title":"p53 and Ki‐67 as markers of radioresistance in head and neck carcinoma","year":2002,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Radioresistance; Immunohistochemistry; Radiation therapy; Head and neck squamous-cell carcinoma; Oncology; Internal medicine; Proportional hazards model; Univariate analysis; Retrospective cohort study; Head and neck; Head and neck cancer; Cohort; Survival analysis; Multivariate analysis; 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":[0.0008631804,0.000254484,0.0002621923,0.001326669,0.0001945696,0.0003644465,0.0002142245,0.0003072667,0.0006135336],"category_scores_gemma":[0.002777589,0.0001332255,0.0002086699,0.0006436632,0.0003313775,0.0002692673,0.0002758166,0.0002971281,0.0001497551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614073,"about_ca_system_score_gemma":0.0002143579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009631719,"about_ca_topic_score_gemma":0.001201877,"domain_scores_codex":[0.9997531,0.00007658861,0.00002600203,0.00002987175,0.00006662737,0.00004790896],"domain_scores_gemma":[0.9985061,0.0005973814,0.0005231022,0.0000592137,0.0001410978,0.0001730266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003276317,0.00001813516,0.9943191,0.00001541312,0.00003900521,0.0001136755,0.00003771918,0.0001367189,0.0008961498,0.00000963846,0.00003754473,0.004049197],"study_design_scores_gemma":[0.00001368331,0.0002397163,0.9974869,0.000008722194,0.00006798696,0.0008853604,0.0000803463,0.000447347,0.0005558793,0.00004747848,0.0001609321,0.000005521407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987122,0.001016744,0.00009397245,0.00001526302,0.000002690693,0.000004638543,0.0000348062,0.000002511197,0.0001171567],"genre_scores_gemma":[0.9997359,0.0001292175,0.00004419139,0.000004438422,0.000005696819,0.000004402383,0.00004358318,6.878445e-7,0.00003176219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001326669,"threshold_uncertainty_score":0.004565001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596093746338384,"score_gpt":0.2907804369288536,"score_spread":0.2648194994654698,"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."}}