{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004685752,0.00008517272,0.0002797219,0.00004752857,0.00002513104,0.00000313739,0.00002181139,0.0000378188,0.0001850834],"category_scores_gemma":[0.00002902757,0.00007339862,0.00001874674,0.0001095816,0.0001221942,0.00003292224,0.00001760527,0.00007754361,0.000001970361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006378841,"about_ca_system_score_gemma":0.00003141368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005661723,"about_ca_topic_score_gemma":0.0005819056,"domain_scores_codex":[0.9994385,0.0000115143,0.0001351405,0.0001705245,0.00009051489,0.0001537552],"domain_scores_gemma":[0.9997315,0.00002781256,0.00002941289,0.000105437,0.00002713722,0.00007865838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003701172,0.00003552087,0.9558009,0.0003847168,0.00003579144,0.00005367313,0.001462348,4.802949e-7,0.001280772,0.0000888111,0.01212022,0.02836666],"study_design_scores_gemma":[0.002253089,0.0002540915,0.9715044,0.0004241421,0.00002884805,0.00001386128,0.0001751711,0.00009045275,0.0006859105,0.00002737518,0.0244523,0.00009034046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.912975,0.07262224,4.633136e-7,0.001763059,0.00007101915,0.0001317747,0.000007118816,0.00000743374,0.01242189],"genre_scores_gemma":[0.9881365,0.009027715,0.0000777209,0.0005051092,0.00006080315,0.00002547405,4.230342e-7,0.00000937325,0.002156885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07516149,"threshold_uncertainty_score":0.2993109,"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."}}