{"id":"W2156044493","doi":"10.1186/1471-2407-12-332","title":"Bax expression measured by AQUAnalysis is an independent prognostic marker in oral squamous cell carcinoma","year":2012,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Cell death mechanisms and regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Tissue microarray; Immunohistochemistry; Surgical oncology; Apoptosis; Medicine; Cancer; Cancer research; Biomarker; Pathology; Survival analysis; Oncology; Carcinoma; Proportional hazards model; Basal cell; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002017599,0.0001422317,0.0001303933,0.00004705201,0.00004462563,0.00001732993,0.00009924203,0.000181846,0.0002807979],"category_scores_gemma":[0.00001240008,0.0001228431,0.00007383274,0.00009066013,0.0000154912,0.00001067683,0.00005282283,0.00006462804,0.000006844592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004268209,"about_ca_system_score_gemma":0.00005410492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005299333,"about_ca_topic_score_gemma":0.0008077516,"domain_scores_codex":[0.9989631,0.00009023206,0.0001734538,0.0002954973,0.0001967381,0.0002810347],"domain_scores_gemma":[0.9994966,0.000005257334,0.00007106439,0.0002627178,0.00004368043,0.0001207182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007902057,0.0001319141,0.2849317,0.00001998976,0.00000474887,5.022009e-7,0.0001266737,0.00008038645,0.7116745,0.000001460999,0.001646261,0.001302795],"study_design_scores_gemma":[0.0009597219,0.00009580336,0.2416067,0.00001055008,0.00006064848,0.000002215306,0.0001136149,0.0009323485,0.7491025,0.00001185808,0.006821392,0.0002826476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919348,0.005365724,0.002041125,0.00001474783,0.0001841214,0.000204459,0.00002165909,0.000006777371,0.0002265339],"genre_scores_gemma":[0.9973437,0.00005377332,0.0004760449,0.00008572039,0.0001898841,0.00007341673,0.0001345946,0.00002351734,0.001619419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04332507,"threshold_uncertainty_score":0.5009396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935755334584655,"score_gpt":0.2583149335520968,"score_spread":0.2389573802062503,"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."}}