{"id":"W2898188409","doi":"10.1016/j.jtho.2018.08.959","title":"P1.15-27 Patient Characteristics, Treatment Patterns and Survival for Unresectable Stage III NSCLC in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"AstraZeneca (Canada)","funders":"","keywords":"Medicine; Stage (stratigraphy); Chemotherapy; Radiation therapy; Internal medicine; Cancer; Oncology; Surgery","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":[0.0003127246,0.0001502422,0.0006773657,0.0001251288,0.0000561414,0.00001146569,0.00006971985,0.00009843276,0.0009242138],"category_scores_gemma":[0.00005511202,0.000116535,0.0000724862,0.00004571076,0.00005791163,0.00008240681,0.00002784055,0.000246089,8.028963e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003371136,"about_ca_system_score_gemma":0.004755639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6567274,"about_ca_topic_score_gemma":0.9871784,"domain_scores_codex":[0.9986802,0.00008640115,0.0005853243,0.0001657804,0.0001837889,0.0002984667],"domain_scores_gemma":[0.9988689,0.0001881915,0.0003931618,0.0001372598,0.0001956027,0.0002168553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02221232,0.001068393,0.4814318,0.0002193171,0.0005898745,0.002040883,0.005099412,0.000008343429,0.00249006,0.00001985545,0.008675131,0.4761446],"study_design_scores_gemma":[0.00650751,0.01681883,0.4185949,0.0001875817,0.0002395868,0.0003663739,0.00147873,0.0001320333,0.003014216,0.00001836844,0.5524214,0.0002204864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949512,0.000113708,0.0001264108,0.0009565766,0.001932519,0.0003408453,0.00007425441,0.000002866919,0.001501566],"genre_scores_gemma":[0.9957747,0.00009744363,0.0004844567,0.0008935095,0.0004076108,0.000009136274,0.00002724758,0.0000151162,0.00229073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5437462,"threshold_uncertainty_score":0.9999891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973912960507414,"score_gpt":0.3528996003894662,"score_spread":0.3231604707843921,"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."}}