{"id":"W2143450809","doi":"10.1097/jto.0b013e3181a52370","title":"The IASLC Lung Cancer Staging Project: Data Elements for the Prospective Project","year":2009,"lang":"en","type":"review","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Queen's University","funders":"International Association for the Study of Lung Cancer; Eli Lilly and Company","keywords":"Medicine; Lung cancer; Cancer; Lung cancer staging; Prospective cohort study; Cancer staging; Oncology; Internal medicine; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002475672,0.0004195595,0.002076852,0.0001969796,0.0003752582,0.00008816185,0.0009825688,0.000235932,0.00001797879],"category_scores_gemma":[0.0003543383,0.0001713208,0.0006212036,0.0003698057,0.0001082711,0.0001349591,0.0002015069,0.0009358463,0.000001852448],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0037417,"about_ca_system_score_gemma":0.008177524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008261482,"about_ca_topic_score_gemma":0.0001949018,"domain_scores_codex":[0.9968978,0.000343092,0.001342822,0.0004329234,0.0004918146,0.0004915769],"domain_scores_gemma":[0.9944459,0.001550441,0.002523994,0.0009182658,0.0004780384,0.00008342719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004456411,0.0003385369,0.0002210207,0.004072095,0.003660371,0.0000977628,0.000185836,4.142951e-7,4.665675e-8,0.00002086937,0.08841703,0.9025404],"study_design_scores_gemma":[0.0008573803,0.001682896,0.00009467435,0.01156786,0.01843478,0.0005257432,0.0002027497,0.0000499699,0.000001332518,0.00002732413,0.9663994,0.0001559159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007217163,0.9862427,0.00006638734,0.004316159,0.001556938,0.007046585,0.0002277546,0.00001211222,0.0005241265],"genre_scores_gemma":[0.00002048142,0.9937019,0.001309499,0.0002958855,0.002483705,0.001110456,0.00005545281,0.00005767234,0.0009649959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9023845,"threshold_uncertainty_score":0.9974452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319517946465685,"score_gpt":0.5728973128518954,"score_spread":0.4409455182053269,"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."}}