{"id":"W4242349795","doi":"10.1159/000151874","title":"Lung Cancer","year":2008,"lang":"en","type":"review","venue":"Progress in experimental tumor research","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Cancer; Lung cancer; Medicine; Lung; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001891184,0.0003639643,0.001224511,0.0006631825,0.0001883252,0.0000484087,0.000256473,0.0001369388,0.0005377606],"category_scores_gemma":[0.00002117077,0.0002701996,0.0002978616,0.0009240176,0.0004299865,0.00007804751,0.0002206606,0.0009120722,0.00009408757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002535901,"about_ca_system_score_gemma":0.001615501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001652843,"about_ca_topic_score_gemma":0.000006577005,"domain_scores_codex":[0.9969493,0.0002279753,0.0004968503,0.0006544577,0.0009213619,0.0007500415],"domain_scores_gemma":[0.9989908,0.00009482691,0.00009805186,0.0004591298,0.0001116242,0.0002456046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004537556,0.001190067,0.001650536,0.007531787,0.000332669,0.002303909,0.0005523381,4.174628e-8,5.85375e-7,0.0001094122,0.003850344,0.982433],"study_design_scores_gemma":[0.00101369,0.0002255381,0.00004002058,0.01477934,0.0001427914,0.0003313083,0.0001588493,0.00001120748,0.00009913847,0.000002811422,0.9829543,0.000241019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002112029,0.9910232,8.77561e-8,0.00006195197,0.000211612,0.003583409,0.00003530794,0.00005214137,0.004821026],"genre_scores_gemma":[0.0006623028,0.9861885,0.0002430686,0.00001944129,0.0003127917,0.01076987,0.0001427067,0.000110546,0.001550817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9821919,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155366496122098,"score_gpt":0.58869860109657,"score_spread":0.433332104974472,"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."}}