{"id":"W3085632552","doi":"10.3747/co.27.6049","title":"Real-World Treatment Patterns and Survival in Stage IV Non-Small-Cell Lung Cancer in Canada","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; AstraZeneca (Canada); Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Government of Ontario","keywords":"Medicine; Internal medicine; Carboplatin; Gefitinib; Lung cancer; Gemcitabine; Oncology; Histology; Chemotherapy; Stage (stratigraphy); Radiation therapy; Population; Cohort; Cancer; Cisplatin","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":[0.0006038058,0.0001940743,0.0003294663,0.0008786069,0.001537964,0.0009569807,0.0009244776,0.0004522109,0.001326111],"category_scores_gemma":[0.002499863,0.0002521617,0.0005155035,0.003352416,0.0006570034,0.0003630013,0.0007692134,0.000589003,0.0001509296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0331976,"about_ca_system_score_gemma":0.0301391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893423,"about_ca_topic_score_gemma":0.9932367,"domain_scores_codex":[0.9990206,0.0001032872,0.00008188006,0.0001883682,0.0002572892,0.0003486009],"domain_scores_gemma":[0.9967547,0.0001848985,0.001007569,0.00009628729,0.00129603,0.0006605348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005413449,0.00001026571,0.9973432,0.00001960062,0.00002648646,0.00003894278,0.0002237447,0.0001380914,0.00008555984,0.00003915736,0.0005205391,0.001500267],"study_design_scores_gemma":[0.000006105991,0.00001838785,0.9982133,0.00001881608,0.00001328127,0.00004059292,0.0005899115,0.0003337066,0.00003502337,0.00002219344,0.0007012371,0.000007527671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98996,0.0007304248,0.000139721,0.0006770159,0.00001034641,0.00004723057,0.007249068,0.00001015221,0.001176099],"genre_scores_gemma":[0.9971788,0.0002703332,0.0001222848,0.00009154876,0.000003979223,0.00001631751,0.002012165,0.000003454642,0.0003010561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0331976,"threshold_uncertainty_score":0.2408665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05876590559073092,"score_gpt":0.4026141718584998,"score_spread":0.3438482662677689,"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."}}