{"id":"W3194861611","doi":"10.3390/curroncol28040270","title":"Real-World Treatment Patterns, Clinical Outcomes, and Health Care Resource Utilization in Extensive-Stage Small Cell Lung Cancer in Canada","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"AstraZeneca (Canada); University of Calgary","funders":"Canadian Institutes of Health Research; AstraZeneca Canada","keywords":"Medicine; Radiation therapy; Lung cancer; Chemotherapy; Stage (stratigraphy); Population; Internal medicine; Medical record; Cohort; Disease; Chemotherapy regimen; Oncology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0008502825,0.0003706436,0.0005351969,0.001785363,0.002426099,0.001779171,0.001440566,0.0005223309,0.001550102],"category_scores_gemma":[0.003771561,0.0004115494,0.0007896067,0.006846955,0.001088775,0.0005764699,0.001260985,0.0009518843,0.0001481392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05895437,"about_ca_system_score_gemma":0.05296466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970535,"about_ca_topic_score_gemma":0.9978486,"domain_scores_codex":[0.9984393,0.0001381031,0.0001496949,0.0002713138,0.0004544479,0.0005472213],"domain_scores_gemma":[0.9965647,0.0002390752,0.0008654088,0.0001222608,0.001270159,0.0009382821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006363736,0.00002759617,0.9959626,0.00004033127,0.00007926401,0.00006365909,0.0003325708,0.0002606875,0.00006767045,0.0001076537,0.0008932148,0.002101143],"study_design_scores_gemma":[0.00001486808,0.00002096568,0.9968363,0.00005387717,0.00004228525,0.00007519749,0.001248774,0.0007516352,0.00004714368,0.00005995302,0.000826988,0.00002194443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866023,0.001354215,0.0001373886,0.0008209716,0.00001457313,0.00006125426,0.009633111,0.00001366439,0.001362425],"genre_scores_gemma":[0.9962626,0.000558288,0.0001636597,0.0001457945,0.000005552648,0.0000172367,0.002606995,0.000004054519,0.0002357214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05895437,"threshold_uncertainty_score":0.4277459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2412574352327262,"score_gpt":0.5305801339327255,"score_spread":0.2893226986999993,"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."}}