{"id":"W4286295221","doi":"10.1200/jco.2022.40.16_suppl.e20602","title":"Population kinetics assessment of limited small cell lung cancer (L-SCLC).","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Population; Internal medicine; Survival analysis; Area under the curve; Proportional hazards model; Progression-free survival; Nuclear medicine; Oncology; Overall survival","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002931044,0.00009167038,0.001166813,0.0001629261,0.00005617067,0.000003170073,0.000178236,0.0001091093,0.0005091517],"category_scores_gemma":[0.001311677,0.00006997089,0.0003410658,0.0002207743,0.00009722389,0.00003414005,0.0002103571,0.001277007,4.953437e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008035694,"about_ca_system_score_gemma":0.001961616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001506399,"about_ca_topic_score_gemma":0.0000803916,"domain_scores_codex":[0.9964147,0.0006183718,0.001906428,0.0001391306,0.0007157004,0.000205661],"domain_scores_gemma":[0.9957334,0.001520947,0.001792628,0.000163364,0.0005826232,0.0002070845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0017007,0.00239048,0.9528357,0.0001909912,0.0005521988,0.0002402839,0.000121767,0.001233072,0.001436322,0.00006663833,0.01388805,0.02534378],"study_design_scores_gemma":[0.006089033,0.01382683,0.9344984,0.00006612935,0.000563142,0.00004674938,0.0001869132,0.001574648,0.00009411557,0.00007151554,0.0429141,0.00006839619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809917,0.00202576,0.0001623828,0.01068154,0.001590109,0.0003003217,0.00001183076,0.000006541446,0.004229877],"genre_scores_gemma":[0.9916468,0.0016462,0.004263035,0.001058504,0.0007963653,0.00001730818,0.000004654686,0.00001496202,0.0005521988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02902605,"threshold_uncertainty_score":0.5574855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1782929049983703,"score_gpt":0.5676061630957456,"score_spread":0.3893132580973753,"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."}}