{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02062876,0.0005674531,0.001219127,0.004362956,0.001769601,0.004821471,0.002370928,0.001375905,0.03486025],"category_scores_gemma":[0.1243357,0.000560765,0.001419046,0.01258635,0.0009283601,0.001394586,0.003280505,0.001194067,0.003747499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.020031,"about_ca_system_score_gemma":0.1114202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7641867,"about_ca_topic_score_gemma":0.8626651,"domain_scores_codex":[0.9757367,0.007560782,0.00324322,0.001549206,0.009941048,0.001969057],"domain_scores_gemma":[0.8706059,0.04518763,0.01002315,0.004736736,0.06158958,0.007857013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006580152,0.0005179122,0.110226,0.01570174,0.004702279,0.000280374,0.001091468,0.000730825,0.0002888011,0.006015904,0.7446966,0.109168],"study_design_scores_gemma":[0.009132193,0.0004757124,0.6114631,0.02170904,0.005345117,0.0002428495,0.002428335,0.0006408264,0.0003994157,0.001967445,0.3459938,0.0002021593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.03848208,0.0101354,0.0006386358,0.01135935,0.0003853624,0.004216038,0.87584,0.0001322692,0.05881087],"genre_scores_gemma":[0.3729252,0.01435489,0.0136618,0.0149906,0.0004828928,0.009749677,0.5542102,0.0004675834,0.01915707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2358133,"threshold_uncertainty_score":0.4744041,"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."}}