{"id":"W4238393566","doi":"10.1016/s0169-5002(12)00159-6","title":"Contents","year":2012,"lang":"de","type":"paratext","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001438316,0.0009621595,0.001544096,0.0001771796,0.0001968333,0.00008266053,0.0003038159,0.000742051,0.07245256],"category_scores_gemma":[0.00002206236,0.0007841677,0.0005589036,0.0002742719,0.000151746,0.0001303177,0.0001481745,0.0008045173,0.03607908],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004349925,"about_ca_system_score_gemma":0.0007570448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003044335,"about_ca_topic_score_gemma":0.0001819277,"domain_scores_codex":[0.9960043,0.000105199,0.0007213333,0.0009828276,0.0008105253,0.001375794],"domain_scores_gemma":[0.9972634,0.0001297154,0.0004951244,0.001022427,0.000292239,0.0007970929],"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":[0.0002636078,0.0006712246,0.1605974,0.002311462,0.006583868,0.00007344106,0.0005190146,0.00001524185,0.00001901189,0.00009194205,0.8193131,0.009540669],"study_design_scores_gemma":[0.004685957,0.0002139523,0.01837085,0.006776846,0.01067981,0.000006511671,0.00004111831,0.00008615475,0.0005888056,0.000003211786,0.9577718,0.0007749483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00449333,0.8531016,0.00001901058,0.003061214,0.04240409,0.002239149,0.001398753,0.00007059547,0.09321231],"genre_scores_gemma":[0.2622408,0.2532371,0.00004645771,0.00442148,0.02175571,0.002792594,0.001609056,0.0003061475,0.4535907],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5998645,"threshold_uncertainty_score":0.9994722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633187078019592,"score_gpt":0.3486145025486761,"score_spread":0.3222826317684802,"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."}}