{"id":"W2018404797","doi":"10.1001/jama.2011.1591","title":"Screening by Chest Radiograph and Lung Cancer Mortality","year":2011,"lang":"en","type":"article","venue":"JAMA","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":654,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institutes of Health","keywords":"Medicine; National Lung Screening Trial; Chest radiograph; Lung cancer screening; Lung cancer; Incidence (geometry); Randomized controlled trial; Mortality rate; Cancer; Cancer screening; Internal medicine; Lung","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":[0.004700286,0.0002709515,0.0006965253,0.0002761987,0.0001924672,0.0005270464,0.0004112829,0.0009024656,0.001788968],"category_scores_gemma":[0.01228206,0.0001688568,0.0007983217,0.0003169188,0.000521776,0.0002928075,0.0002921589,0.001000332,0.0001002994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003183466,"about_ca_system_score_gemma":0.0008504681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105151,"about_ca_topic_score_gemma":0.001148186,"domain_scores_codex":[0.9970365,0.002308825,0.0001634058,0.0001663899,0.0002066187,0.0001183988],"domain_scores_gemma":[0.9932445,0.003841931,0.002065309,0.0001434673,0.0002543998,0.0004503115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1751925,0.009837158,0.5944847,0.01666129,0.01517574,0.0002973264,0.0002542459,0.002200126,0.002011696,0.0009254551,0.005667508,0.1772922],"study_design_scores_gemma":[0.07862544,0.06391063,0.8243858,0.004206123,0.01562973,0.0007745535,0.0002842614,0.003034177,0.001559009,0.001787365,0.005747606,0.00005543215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294584,0.06345192,0.0004257808,0.003492982,0.0003392886,0.0003584363,0.000317775,0.00001365652,0.002141626],"genre_scores_gemma":[0.9912882,0.006723603,0.0004239391,0.0006886417,0.0003558773,0.0002179047,0.0001606761,0.000001131386,0.0001400023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004700286,"threshold_uncertainty_score":0.02485782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161397348721909,"score_gpt":0.308530347498413,"score_spread":0.2769163740111938,"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."}}