{"id":"W4392987004","doi":"10.3390/curroncol31030122","title":"Population Survival Kinetics Derived from Clinical Trials of Potentially Curable Lung Cancers","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Adjuvant; Oncology; Internal medicine; Lung cancer; Population; Chemoradiotherapy; Chemotherapy; Osimertinib; Cancer; Adenocarcinoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002346815,0.0001395273,0.001099044,0.0001279325,0.00003425496,0.00001460303,0.0001076764,0.0001462163,0.0003801187],"category_scores_gemma":[0.003107047,0.0001092666,0.0002898712,0.0002067225,0.0001764101,0.00005206327,0.0001053983,0.000429552,0.00001899264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007418108,"about_ca_system_score_gemma":0.0007708461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007656824,"about_ca_topic_score_gemma":0.0004067754,"domain_scores_codex":[0.997045,0.0008161049,0.001113486,0.0003683084,0.0003802028,0.0002768316],"domain_scores_gemma":[0.9973317,0.001862311,0.0002193145,0.0002292855,0.0002106994,0.0001466968],"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":[0.001606091,0.000582869,0.3559325,0.001094586,0.001562953,0.00008945791,0.000515859,0.00005722008,0.01041234,0.0003198374,0.03789495,0.5899314],"study_design_scores_gemma":[0.008987236,0.002450888,0.6308089,0.001712849,0.002659693,0.00001264083,0.000367014,0.009352827,0.00221759,0.001144221,0.3398775,0.0004086365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919497,0.0544509,0.002964486,0.002903196,0.01691051,0.001200769,0.0002313879,0.0001317562,0.001709999],"genre_scores_gemma":[0.9914622,0.005776195,0.0005220149,0.00003516321,0.001779718,0.00004922579,0.0002318095,0.00002278345,0.0001208846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5895227,"threshold_uncertainty_score":0.4455762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3889802317242678,"score_gpt":0.5979591709863932,"score_spread":0.2089789392621254,"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."}}