{"id":"W2893067681","doi":"10.1200/jgo.18.13600","title":"A Coordinated Approach to Lung Cancer Screening in Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer screening; Medicine; Lung cancer; General partnership; Context (archaeology); Psychological intervention; National Lung Screening Trial; Cancer; Health care; Family medicine; Nursing; Pathology; Political science; Business; Internal medicine; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01310446,0.0006617145,0.0007907132,0.005402727,0.01385658,0.00750507,0.004311281,0.002763532,0.005365275],"category_scores_gemma":[0.01912329,0.0007262151,0.001283727,0.006510453,0.004285129,0.002177771,0.0124225,0.004755929,0.000536543],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2139852,"about_ca_system_score_gemma":0.6675941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9858994,"about_ca_topic_score_gemma":0.9923011,"domain_scores_codex":[0.9778798,0.005185438,0.001077294,0.001878346,0.008531666,0.005447479],"domain_scores_gemma":[0.9603496,0.001793196,0.001125275,0.0006481509,0.01694525,0.01913851],"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":[0.0001445235,0.0003066743,0.05942155,0.003028029,0.0004927069,0.00232003,0.01491068,0.008221895,0.001617686,0.1036196,0.439247,0.3666697],"study_design_scores_gemma":[0.0001540864,0.0002104411,0.09964474,0.003810043,0.0003088094,0.0006646281,0.01716835,0.006088666,0.0007078252,0.02819444,0.8427242,0.0003238297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03832246,0.04152675,0.04552098,0.6017713,0.005633294,0.00520317,0.004833859,0.001629027,0.2555592],"genre_scores_gemma":[0.6905463,0.03317095,0.1140125,0.09711618,0.001405489,0.002513179,0.004638788,0.0003613734,0.05623533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2139852,"threshold_uncertainty_score":0.9116657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809978027134509,"score_gpt":0.3517656654974421,"score_spread":0.3336658852260971,"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."}}