{"id":"W3084595155","doi":"10.3747/co.27.6047","title":"Retrospective Cohort Study of Unresectable Stage III Non-Small-Cell Lung Cancer in Canada","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":18,"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","keywords":"Medicine; Lung cancer; Radiation therapy; Internal medicine; Stage (stratigraphy); Chemotherapy; Cancer; Population; Confidence interval; Cancer registry; Retrospective cohort study; Cohort; Palliative care; Oncology; Surgery","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":[0.0006629606,0.0003950393,0.0005876743,0.001111891,0.002531764,0.001027744,0.0009920312,0.0004167447,0.001800403],"category_scores_gemma":[0.001491803,0.000521144,0.0006021833,0.003908369,0.0005233999,0.0003791564,0.0008031788,0.0006254066,0.0002866356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01587845,"about_ca_system_score_gemma":0.02383747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9721778,"about_ca_topic_score_gemma":0.9809065,"domain_scores_codex":[0.9990042,0.00005830168,0.00007878841,0.0002684185,0.000287101,0.000303183],"domain_scores_gemma":[0.9982606,0.00006903697,0.0004355135,0.000100766,0.0007676008,0.0003664825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004142922,0.00001392245,0.9982297,0.00002351284,0.0000360095,0.0001302303,0.0002452427,0.00002805844,0.0001025493,0.00003316168,0.000469749,0.0006463076],"study_design_scores_gemma":[0.00001078372,0.00003691492,0.9976321,0.00002627777,0.00003563767,0.0001747347,0.0007328865,0.0001516919,0.00002764396,0.00001709632,0.00114715,0.000007063332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879327,0.0006291871,0.0001990977,0.0001674746,0.00001704306,0.0002154736,0.00908171,0.00001142548,0.001745789],"genre_scores_gemma":[0.9952961,0.0004243638,0.0002165213,0.0001324391,0.000007715687,0.0000851908,0.003167048,0.000005342309,0.0006653133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0278222,"threshold_uncertainty_score":0.1152067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044172782777479,"score_gpt":0.3622588345213828,"score_spread":0.321817106693608,"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."}}