{"id":"W4388557462","doi":"10.1016/s0167-8140(23)89310-0","title":"218 Management of Very Early Small Cell Lung Cancer: A Canadian Survey Study","year":2023,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lung cancer; Medicine; Oncology; Cancer; Lung; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000636388,0.0001108354,0.0003903066,0.0002329421,0.00008755783,0.000007114267,0.00009295336,0.00006363943,0.00008640635],"category_scores_gemma":[0.000009422833,0.00009510375,0.00002982143,0.0004054657,0.00009474923,0.00001956817,0.00003723425,0.0001348822,0.000003687211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008829008,"about_ca_system_score_gemma":0.0004632824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2322093,"about_ca_topic_score_gemma":0.3666551,"domain_scores_codex":[0.9988946,0.0001653845,0.0001755755,0.0002414523,0.0001500876,0.0003729137],"domain_scores_gemma":[0.999368,0.0001444806,0.0000439651,0.0001876875,0.00006568015,0.0001901886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005513671,0.0002172514,0.9603095,0.0003253237,0.0009540127,0.0004894111,0.003862385,0.000006921699,0.0002183159,0.00002057782,0.008979532,0.02406539],"study_design_scores_gemma":[0.004362298,0.002079059,0.9782791,0.0000463037,0.00008853326,0.000003691027,0.0007216619,0.0001623621,0.00004288834,0.000004574004,0.01412081,0.00008871579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888651,0.006568176,0.00000694329,0.001059231,0.0002119284,0.001054021,0.00003384705,0.00003182053,0.002168964],"genre_scores_gemma":[0.9781379,0.01759125,0.000139061,0.0002972446,0.00009566085,0.0001773142,0.00000808981,0.00002358586,0.00352986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344459,"threshold_uncertainty_score":0.7729035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04239821605233692,"score_gpt":0.3835605425912749,"score_spread":0.341162326538938,"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."}}