{"id":"W4238789784","doi":"10.1002/0471463736.tnmp23.pub2","title":"Lung Cancer","year":2006,"lang":"en","type":"other","venue":"TNM Online","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Lung cancer; Medicine; Pathognomonic; Cancer; Disease; Population; Lung; Oncology; Internal medicine; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000006695653,0.0001510379,0.0002453133,0.0001050299,0.00001544556,0.000004548816,0.00003471668,0.0001263996,0.018015],"category_scores_gemma":[0.000003854104,0.0001148201,0.00006612289,0.00008096566,0.0000217011,0.000006780904,0.0000102863,0.00009994207,0.00005558887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325298,"about_ca_system_score_gemma":0.0002213818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003206632,"about_ca_topic_score_gemma":0.003368585,"domain_scores_codex":[0.9994569,0.000004416206,0.0001013977,0.0001792311,0.0001228027,0.000135218],"domain_scores_gemma":[0.9996347,0.000006262197,0.00007072963,0.0002065735,0.00002264695,0.00005911786],"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":[0.00000559438,0.0001745005,0.0009868785,0.000123118,0.0002862132,0.00003897023,0.00001193588,8.638075e-7,0.000005498744,0.00002127936,0.992718,0.005627189],"study_design_scores_gemma":[0.0008766073,0.00002618213,0.001821211,0.0005434751,0.0007596134,0.000005432389,0.000003909137,0.00003560878,0.000004040369,0.000004230507,0.9958135,0.0001062028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005526109,0.01156252,0.00003076462,0.001163849,0.0003795696,0.0004436597,0.007602731,0.0002448875,0.9785168],"genre_scores_gemma":[0.00008689832,0.0004603592,0.00149933,0.0005404425,0.001793407,0.00006752805,0.007309175,0.0003007169,0.9879422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01795941,"threshold_uncertainty_score":0.9828827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076350165798193,"score_gpt":0.3788176360334937,"score_spread":0.3680541343755118,"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."}}