{"id":"W4404823905","doi":"10.3233/xst-2009-023300233","title":"Tumor control probability (TCP) in prostate cancer: Role of radiobiological parameters and radiation dose escalation","year":2009,"lang":"en","type":"article","venue":"Journal of X-Ray Science and Technology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Prostate cancer; Radiobiology; Medicine; Radiation dose; Oncology; Cancer; Prostate; Internal medicine; Nuclear medicine; Radiation therapy","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":[0.0009095271,0.00005767968,0.0002455984,0.000464222,0.0000397013,0.00001012245,0.00006710086,0.00006159905,0.000002862775],"category_scores_gemma":[0.0004610407,0.00003968316,0.00001835205,0.000684584,0.0004789905,0.0002088628,0.000005624066,0.0001833377,1.079862e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006625037,"about_ca_system_score_gemma":0.000178681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006954863,"about_ca_topic_score_gemma":0.000001279162,"domain_scores_codex":[0.9992437,0.00002557969,0.0003207392,0.0001247512,0.000159997,0.000125284],"domain_scores_gemma":[0.9993821,0.00004486962,0.000267605,0.00007351471,0.0001743113,0.00005760006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004442729,0.0001467506,0.5511895,0.000009505436,0.000009545593,0.000008376615,0.000186841,0.0001475485,0.1844162,0.0006703183,0.00000725515,0.2627638],"study_design_scores_gemma":[0.002955619,0.002380222,0.9568022,0.00004938083,0.00002366824,0.0001392087,0.0001911178,0.003004217,0.02230098,0.01196532,0.0001270318,0.00006106145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920428,0.002194073,0.00004108048,0.005430976,0.00003393365,0.0002321254,0.0000012562,0.00000800685,0.00001573521],"genre_scores_gemma":[0.9985031,0.0004051177,0.0008676256,0.0002046311,0.00001384328,0.000002467519,1.70973e-7,0.000001227365,0.000001757336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4056126,"threshold_uncertainty_score":0.176486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006222713440442486,"score_gpt":0.2581884347779439,"score_spread":0.2519657213375014,"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."}}