{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003675051,0.0002550038,0.0004744607,0.00008793427,0.000130432,0.00006532959,0.0002244164,0.00007125714,0.0007016214],"category_scores_gemma":[0.00007341807,0.0001637333,0.00009278133,0.0004448495,0.0001797638,0.00007532392,0.0002719326,0.0004733526,0.00000354097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004093422,"about_ca_system_score_gemma":0.000542829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0512693,"about_ca_topic_score_gemma":0.04595522,"domain_scores_codex":[0.9979517,0.0001406565,0.0003104496,0.000537021,0.0006297707,0.0004304247],"domain_scores_gemma":[0.9986489,0.0004736023,0.0000702386,0.0004734589,0.00019317,0.0001406267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003858338,0.00009713235,0.9713852,0.001060368,0.001724013,0.00009154971,0.004594421,0.00002886934,0.00358755,0.00002005214,0.01306,0.003965052],"study_design_scores_gemma":[0.004048921,0.0004476863,0.9607881,0.001688306,0.002274445,8.90766e-7,0.004590035,0.005213332,0.006025269,0.00001662654,0.01447153,0.0004348427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8753208,0.118867,0.00005728188,0.001652732,0.0006239833,0.001593552,0.0006925554,0.0001075112,0.001084648],"genre_scores_gemma":[0.9880759,0.004576897,0.0000455747,0.0001464028,0.000674038,0.0004060403,0.00001343435,0.00006273648,0.00599899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1142901,"threshold_uncertainty_score":0.9714536,"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."}}