{"id":"W2047213739","doi":"10.1097/01.jto.0000263708.08332.76","title":"Does Intensive Follow-up Alter Outcome in Patients with Advanced Lung Cancer?","year":2007,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung cancer; Clinical trial; Asymptomatic; Stage (stratigraphy); Randomized controlled trial; Cancer; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0005586054,0.0001562546,0.0007313498,0.0003281934,0.00003076516,0.000005635215,0.000120112,0.0001297739,0.0002583585],"category_scores_gemma":[0.0001835718,0.00008340332,0.0001226305,0.0001851324,0.00007534411,0.000214815,0.00003058251,0.0006061543,0.000002424634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171133,"about_ca_system_score_gemma":0.0004959519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003064456,"about_ca_topic_score_gemma":0.0003893141,"domain_scores_codex":[0.9983736,0.00006192904,0.0007739943,0.0001643877,0.0002935458,0.0003325632],"domain_scores_gemma":[0.9981523,0.0001564889,0.000593222,0.0001537163,0.0007459599,0.0001983101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01857063,0.0001410146,0.7833887,0.00008217208,0.0001523756,0.0005149517,0.0007082212,0.00003283263,0.000414292,0.000002560633,0.0006832651,0.1953089],"study_design_scores_gemma":[0.009812409,0.003323992,0.9667764,0.0003172985,0.0002746079,0.00009470711,0.001034276,0.00003130978,0.001151754,0.00001748785,0.01699093,0.000174889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935267,0.0003868965,0.000242078,0.002397719,0.002345313,0.0002974462,0.000006364978,0.000007266366,0.0007902277],"genre_scores_gemma":[0.9924207,0.00007469079,0.002325298,0.004138943,0.0002745766,0.000004090268,0.000005192124,0.00002107925,0.0007354449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.195134,"threshold_uncertainty_score":0.3401089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643377423926782,"score_gpt":0.4023726481106881,"score_spread":0.3859388738714203,"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."}}