{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000985159,0.0002199884,0.000636982,0.0003108804,0.0005030402,0.0006905744,0.0004006292,0.001062078,0.001765948],"category_scores_gemma":[0.007018398,0.0001011568,0.001201054,0.0006320059,0.0002853378,0.0008266403,0.0003770934,0.001312064,0.0001900728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096635,"about_ca_system_score_gemma":0.0005506229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289215,"about_ca_topic_score_gemma":0.002846491,"domain_scores_codex":[0.9994809,0.0002080575,0.00006262475,0.00005024147,0.00005167092,0.0001464443],"domain_scores_gemma":[0.9958286,0.001646557,0.001202013,0.0001935707,0.0001976217,0.0009316396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008019781,0.0007206674,0.9556289,0.00009842294,0.0005405266,0.000397407,0.0001032177,0.0002199063,0.000397118,0.00009170729,0.0006910856,0.03309131],"study_design_scores_gemma":[0.0002364806,0.001882296,0.9953905,0.00008079618,0.0005138982,0.0003705501,0.0002227929,0.0002506168,0.000136281,0.0004424883,0.0004607878,0.00001245257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900406,0.004872632,0.0001342471,0.002464299,0.0002206248,0.00001640102,0.0002281285,0.000007450541,0.002015734],"genre_scores_gemma":[0.9981108,0.0008396705,0.00006776289,0.0004750194,0.0001717277,0.000007417077,0.000193695,0.00000220365,0.0001318673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001765948,"threshold_uncertainty_score":0.005907655,"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."}}