{"id":"W1944068990","doi":"10.1016/j.lungcan.2014.07.013","title":"Interval lung cancers not detected on screening chest X-rays: How are they different?","year":2014,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"National Cancer Institute","keywords":"Medicine; Lung cancer; Cancer; National Lung Screening Trial; Stage (stratigraphy); Lung; Internal medicine; Oncology; Radiology; Lung cancer screening","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":[0.01127288,0.0007524416,0.003602692,0.003501595,0.001232302,0.006106871,0.002253423,0.005633339,0.005425238],"category_scores_gemma":[0.07081752,0.0008027917,0.00315044,0.003641892,0.002878174,0.01000662,0.00176475,0.006501981,0.001304105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00169261,"about_ca_system_score_gemma":0.001461653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003719088,"about_ca_topic_score_gemma":0.004773872,"domain_scores_codex":[0.9874007,0.003651501,0.002171295,0.001771271,0.00331847,0.001686592],"domain_scores_gemma":[0.9611956,0.02240877,0.006640656,0.001206395,0.005564782,0.002983729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004326043,0.0004922802,0.7324596,0.001971292,0.001893188,0.004824448,0.00179112,0.0003092074,0.0005165462,0.007155313,0.01851216,0.2257488],"study_design_scores_gemma":[0.0006296553,0.0006552055,0.9156886,0.00377536,0.002498064,0.01752396,0.01174659,0.0010364,0.0002404905,0.02332867,0.02253638,0.0003406984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4618067,0.3527165,0.004426444,0.1216993,0.01384979,0.0002530006,0.002466663,0.0001295314,0.04265208],"genre_scores_gemma":[0.9020829,0.05861015,0.002018807,0.01989664,0.01394017,0.00009905891,0.001686767,0.00008811574,0.001577307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127288,"threshold_uncertainty_score":0.0596174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196187294513068,"score_gpt":0.291492737576781,"score_spread":0.2718740081254742,"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."}}