{"id":"W2748332094","doi":"10.1016/j.lungcan.2017.08.012","title":"Adherence to surveillance guidelines in resected NSCLC: Physician compliance and impact on outcomes","year":2017,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"BC Cancer Foundation","keywords":"Medicine; Guideline; Stage (stratigraphy); Retrospective cohort study; Cancer; Lung cancer; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006755931,0.0001915513,0.000521932,0.0009324303,0.0003429274,0.001351524,0.0006343793,0.001560946,0.002369605],"category_scores_gemma":[0.04424355,0.0002568445,0.001259267,0.001753716,0.0004601784,0.001068162,0.0009146581,0.001855868,0.0002270291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009264974,"about_ca_system_score_gemma":0.001237749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01404529,"about_ca_topic_score_gemma":0.01236004,"domain_scores_codex":[0.9957513,0.002251083,0.0005503485,0.0003418335,0.0005178222,0.000587714],"domain_scores_gemma":[0.9494731,0.02069364,0.02245297,0.002239654,0.002041792,0.003098874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003364488,0.0001788182,0.9936905,0.0000166426,0.0002498535,0.00005653794,0.00006087442,0.0006926677,0.00001923377,0.00009515956,0.0002446256,0.004358568],"study_design_scores_gemma":[0.0000166535,0.0001768919,0.9972951,0.00001614978,0.0001068875,0.00006194838,0.0001618609,0.001716297,0.00003001413,0.0002630453,0.0001489532,0.000006238981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950653,0.001192071,0.0001775798,0.001905038,0.00003608192,0.000008238997,0.0005364291,0.000007335824,0.001071946],"genre_scores_gemma":[0.9991703,0.0001493539,0.00004617955,0.00008317426,0.00003096462,0.000002618518,0.00034724,0.00000209646,0.0001680172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01404529,"threshold_uncertainty_score":0.03572923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09635859508647926,"score_gpt":0.3858657086977959,"score_spread":0.2895071136113166,"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."}}