{"id":"W4382023243","doi":"10.3390/curroncol30070449","title":"Management of Very Early Small Cell Lung Cancer: A Canadian Survey Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital Research Institute","keywords":"Medicine; Radiation therapy; Chemoradiotherapy; Lung cancer; Lesion; Stage (stratigraphy); Internal medicine; Surgery; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007610764,0.0001360166,0.0004212528,0.0003526934,0.00007926803,0.000006439714,0.0001859934,0.00004930235,0.00009829939],"category_scores_gemma":[0.00005100155,0.0001222627,0.00005845159,0.0007223407,0.00008578213,0.00002127844,0.0002060441,0.0002535295,0.00006405618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130053,"about_ca_system_score_gemma":0.0009519132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1549466,"about_ca_topic_score_gemma":0.3363088,"domain_scores_codex":[0.9983839,0.0001997729,0.0002646119,0.0003133786,0.0002864645,0.0005518584],"domain_scores_gemma":[0.9990045,0.0001407585,0.00006999316,0.0003010289,0.0002091125,0.0002745722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001370649,0.0004179842,0.9470897,0.0006896246,0.0003639247,0.000335264,0.001612141,0.000006585979,0.00001137144,0.00001114391,0.02885192,0.02047331],"study_design_scores_gemma":[0.002259951,0.0008309027,0.968693,0.0001315797,0.0001937854,9.242348e-7,0.001035422,0.00007791282,0.00002502804,0.000004683667,0.02665033,0.00009650859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884536,0.003732255,0.00000263039,0.0005356616,0.001303156,0.001521761,0.0000915706,0.00005084733,0.004308537],"genre_scores_gemma":[0.994912,0.002933771,0.00001395748,0.00002493998,0.0001096364,0.0004010243,0.00004034485,0.00002074176,0.001543608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1813623,"threshold_uncertainty_score":0.8506807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1791305959050588,"score_gpt":0.4761600256705797,"score_spread":0.2970294297655209,"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."}}