{"id":"W4232272905","doi":"10.1016/s1525-7304(11)70331-x","title":"2003 Highlights From: 10th World Conference on Lung Cancer Vancouver, British Columbia, Canada August 10-14, 2003","year":2003,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Family medicine; Gerontology; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002049212,0.0003623411,0.0009534248,0.00005267592,0.0003259127,0.0001680262,0.0002233426,0.0002496202,0.04388229],"category_scores_gemma":[0.0004944566,0.0004235084,0.0001629101,0.0009327419,0.0001967329,0.0001449671,0.00003690558,0.0005984125,0.00003268531],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002206022,"about_ca_system_score_gemma":0.0113455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9035236,"about_ca_topic_score_gemma":0.9968689,"domain_scores_codex":[0.9962981,0.0001843682,0.0009858427,0.001064218,0.0007026329,0.0007648704],"domain_scores_gemma":[0.9967433,0.0002597517,0.0003396997,0.0006785991,0.001194621,0.0007840949],"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":[0.0001048579,0.0003036583,0.1941332,0.00006381626,0.0007934236,0.0002170207,0.00002435234,0.00002215658,0.000003215728,0.0001460357,0.799736,0.004452268],"study_design_scores_gemma":[0.006268561,0.0001891696,0.1016998,0.001355102,0.001767234,0.000004860776,0.00003600048,0.0003569288,0.00005601305,0.00007726663,0.8875843,0.0006047601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3507577,0.06270716,0.0002098272,0.007789948,0.07029153,0.009582571,0.008924157,0.0006968972,0.4890402],"genre_scores_gemma":[0.2801837,0.004791544,0.0006001721,0.01016237,0.001372594,0.001009336,0.0002534589,0.0001314164,0.7014954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2124553,"threshold_uncertainty_score":0.9998217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03185267993446905,"score_gpt":0.3582101110860964,"score_spread":0.3263574311516274,"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."}}