{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008217284,0.0003498134,0.0006691432,0.00223225,0.00021597,0.001246698,0.0004320356,0.0006592683,0.00800206],"category_scores_gemma":[0.01106887,0.0003298243,0.0009148294,0.002169949,0.000303082,0.001169827,0.0005059441,0.0005950485,0.001449788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005132,"about_ca_system_score_gemma":0.0008851759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357997,"about_ca_topic_score_gemma":0.00216514,"domain_scores_codex":[0.9985766,0.0005544201,0.0001435925,0.0002490899,0.0004016947,0.000074638],"domain_scores_gemma":[0.9938902,0.003554498,0.001230642,0.0002482717,0.0009286288,0.0001477317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01090395,0.0005675484,0.3350458,0.0133454,0.002594196,0.0008764313,0.0006734447,0.01737761,0.04953149,0.004332785,0.02890635,0.535845],"study_design_scores_gemma":[0.001149029,0.007754959,0.6440582,0.002055816,0.003763043,0.006106234,0.0008097233,0.04403218,0.08626965,0.009754882,0.1940135,0.0002329741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6687811,0.1512963,0.06893586,0.002832796,0.0003297173,0.002189655,0.06181572,0.002525767,0.04129303],"genre_scores_gemma":[0.9468702,0.01153649,0.01712409,0.0009648334,0.00008209667,0.00136062,0.01511909,0.000361891,0.006580797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008217284,"threshold_uncertainty_score":0.04345769,"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."}}