{"id":"W2097042869","doi":"10.1016/j.lungcan.2004.02.002","title":"Response to ‘is “no treatment” better than radiotherapy and chemotherapy? by L. Debevec’","year":2004,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Medicine; Radiation therapy; Chemotherapy; Lung cancer; Oncology; Surgery; Internal medicine; Carcinoma","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":[0.00004034619,0.0001916108,0.0002355761,0.00006455068,0.00008781788,0.00002764378,0.000039104,0.00006444036,0.0005642673],"category_scores_gemma":[0.000005042003,0.0001416109,0.00006461994,0.0001321199,0.00003500512,0.00006351992,0.000006262179,0.00004816079,0.00002371861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108992,"about_ca_system_score_gemma":0.0002135839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120177,"about_ca_topic_score_gemma":0.0000795231,"domain_scores_codex":[0.999155,0.00001865348,0.0001273066,0.0003156757,0.0001393178,0.0002440467],"domain_scores_gemma":[0.9994576,0.00002542548,0.00003285174,0.0002378333,0.00004644401,0.0001998662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01431024,0.001310398,0.26871,0.000149026,0.005314992,0.0001454832,0.02987055,0.00005662302,0.1773527,0.00008236198,0.3258629,0.1768347],"study_design_scores_gemma":[0.01699369,0.001690788,0.06922648,0.000219437,0.0004665455,0.00003234368,0.00006807224,0.00003658117,0.02338241,0.00005443641,0.8874748,0.0003544448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269582,0.005990934,0.0002777862,0.06465857,0.0001945726,0.0008410077,0.0001148663,0.00007037565,0.0008936492],"genre_scores_gemma":[0.8547398,0.004190402,0.005956712,0.07648018,0.0006198132,0.000948671,0.00005511619,0.0001453872,0.05686395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5616118,"threshold_uncertainty_score":0.6178331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006875953594191144,"score_gpt":0.3305384188192248,"score_spread":0.3236624652250337,"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."}}