{"id":"W4396951348","doi":"10.3390/curroncol31050205","title":"Real-World Evidence Study of Patients with KRAS-Mutated NSCLC in Finland","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; KRAS; Oncology; Internal medicine; Bioinformatics; Family medicine; Cancer research; Cancer; Colorectal cancer; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003994156,0.0003726546,0.001124391,0.002387356,0.000862856,0.001939525,0.000770386,0.001125551,0.00418104],"category_scores_gemma":[0.02027415,0.0004584654,0.001734047,0.00519368,0.000435719,0.001315742,0.001144466,0.0005593288,0.0004185526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466032,"about_ca_system_score_gemma":0.002590639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008341874,"about_ca_topic_score_gemma":0.007390009,"domain_scores_codex":[0.9940696,0.001721057,0.002101587,0.0009459188,0.0007650761,0.0003967431],"domain_scores_gemma":[0.9830371,0.006179232,0.008083388,0.0008269664,0.001089732,0.0007836957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001985269,0.000128457,0.9829764,0.002688978,0.003618193,0.0006787953,0.000379979,0.0001745092,0.0001405839,0.0002294103,0.0008204936,0.006178795],"study_design_scores_gemma":[0.000691951,0.001155002,0.98224,0.001699975,0.005728624,0.001576749,0.001509013,0.0002891347,0.0001272104,0.0002993299,0.004626804,0.00005631531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957288,0.02128616,0.0003230287,0.0004728181,0.00006172286,0.0002682866,0.01749524,0.000007551916,0.002797068],"genre_scores_gemma":[0.9899703,0.002925916,0.0002729394,0.0001863171,0.00005258689,0.0002230521,0.006214383,0.000003425357,0.0001510689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008341874,"threshold_uncertainty_score":0.02112335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08340987674810557,"score_gpt":0.4720470574185583,"score_spread":0.3886371806704527,"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."}}