{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002953384,0.0007242613,0.001087095,0.001308496,0.0003166104,0.0007766226,0.0006122018,0.0009066015,0.01536329],"category_scores_gemma":[0.0004678937,0.000239555,0.0003459893,0.0009655724,0.0003073812,0.0007085473,0.0007689229,0.001481456,0.01095495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004583634,"about_ca_system_score_gemma":0.0008793318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010606,"about_ca_topic_score_gemma":0.002688359,"domain_scores_codex":[0.9998642,0.00001684544,0.00001271062,0.00002933341,0.00005594684,0.00002087435],"domain_scores_gemma":[0.9998821,0.00003103735,0.00001571287,0.0000116672,0.00004071511,0.00001868523],"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":[0.00004968452,0.00003362563,0.0001114525,0.002555646,0.00002610549,0.00018252,0.000014616,0.00009939099,0.001667462,0.001304301,0.1063479,0.8876074],"study_design_scores_gemma":[0.00001891557,0.00003877201,0.0003377766,0.0006610845,0.00004190427,0.001195523,0.00001128773,0.00003754695,0.0005055587,0.0004143707,0.9967326,0.0000046174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002578381,0.9814788,0.0006460701,0.0009328729,0.001922325,0.00003005999,0.0001108833,0.00007406301,0.01454707],"genre_scores_gemma":[0.003256748,0.9606099,0.0008832919,0.001817209,0.001577369,0.00003672459,0.0004714695,0.00001071616,0.03133653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01536329,"threshold_uncertainty_score":0.05139536,"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."}}