{"id":"W4294942898","doi":"10.1016/j.jtho.2022.07.411","title":"EP03.01-016 The Canadian Small Cell Lung Cancer Database (CASCADE): Results from a Multi-Institutional Real-World Evidence Collaboration","year":2022,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; CancerCare Manitoba; Queen Elizabeth II Health Sciences Centre; Cancer Care South East; Northeast Cancer Centre","funders":"","keywords":"Medicine; Cascade; Database; Lung cancer; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002565718,0.0001843447,0.0005070909,0.0004354731,0.0009867068,0.0000452751,0.0004682134,0.00007697511,0.0004696185],"category_scores_gemma":[0.001236546,0.0001226002,0.0001243503,0.0008339291,0.0002506968,0.0002450347,0.0002540835,0.001343903,0.000009290085],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008932278,"about_ca_system_score_gemma":0.0182829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2697986,"about_ca_topic_score_gemma":0.8359297,"domain_scores_codex":[0.9968699,0.000765209,0.0007496274,0.0003039028,0.0008689695,0.000442366],"domain_scores_gemma":[0.9967232,0.00100922,0.0006916468,0.0003798812,0.0007760987,0.0004199723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03431792,0.00138244,0.0763144,0.0005484779,0.002145936,0.01285014,0.0153089,0.01316678,0.01600356,0.0002828439,0.7965918,0.03108684],"study_design_scores_gemma":[0.007590795,0.002365053,0.1142671,0.001325255,0.001946235,0.0007239259,0.005035223,0.01038192,0.003676487,0.00007168257,0.8520986,0.0005177873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.699655,0.02923291,0.0003331318,0.2509235,0.005471881,0.002416951,0.003652225,0.00004657464,0.008267894],"genre_scores_gemma":[0.985408,0.003198253,0.003851681,0.002370362,0.001376413,0.0001375341,0.00008111809,0.00002374082,0.003552911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5661311,"threshold_uncertainty_score":0.9948723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08650866978257099,"score_gpt":0.4747291004204355,"score_spread":0.3882204306378645,"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."}}