{"id":"W4394878299","doi":"10.1016/j.lungcan.2024.107733","title":"172 Stage and Survival of Screen Detected Small Cell Lung Cancer from the SUMMIT Study","year":2024,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Summit; Medicine; Stage (stratigraphy); Lung cancer; Oncology; Internal medicine; Cartography","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":[0.00128378,0.0004354014,0.0005506171,0.0009131822,0.0006372875,0.000931048,0.0006658476,0.0007213249,0.002532091],"category_scores_gemma":[0.003276654,0.0003367552,0.001075482,0.00142204,0.0002776741,0.0007100327,0.0007092269,0.000875758,0.0003901545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007807532,"about_ca_system_score_gemma":0.000848569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06250679,"about_ca_topic_score_gemma":0.07763135,"domain_scores_codex":[0.9993981,0.0002164356,0.00004935804,0.00009864,0.00009034518,0.0001471851],"domain_scores_gemma":[0.9983026,0.000370318,0.0004301873,0.0002054825,0.0002929133,0.000398492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002231677,0.00008348896,0.9929721,0.00004097349,0.0004075341,0.0001648584,0.0001726288,0.00006782616,0.000438032,0.00007390317,0.001620226,0.001726882],"study_design_scores_gemma":[0.00006553537,0.0001165288,0.9986493,0.00001034648,0.0002340575,0.00005778139,0.0001902348,0.00006959372,0.00006151084,0.00002177437,0.0005164499,0.00000690768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928202,0.001277207,0.00004712323,0.0002743382,0.00003653662,0.000009412394,0.004386422,0.000005051562,0.001143618],"genre_scores_gemma":[0.9946777,0.0003121799,0.0000227822,0.00008281298,0.00004877279,0.00001628624,0.003806726,0.000005271618,0.001027514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06250679,"threshold_uncertainty_score":0.1242859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899067102943766,"score_gpt":0.3624327531008457,"score_spread":0.333442082071408,"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."}}