{"id":"W4403089919","doi":"10.1200/jco-24-01689","title":"Reply to H.O. Al-Shamsi et al","year":2024,"lang":"fr","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine","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":[0.004165148,0.0008479006,0.001769291,0.0009643253,0.00225047,0.003377667,0.002360107,0.02712762,0.007163609],"category_scores_gemma":[0.03259828,0.0007950549,0.001169575,0.0008757543,0.002715391,0.004362423,0.002114169,0.03787038,0.008370288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00205652,"about_ca_system_score_gemma":0.002914724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002952668,"about_ca_topic_score_gemma":0.003776141,"domain_scores_codex":[0.997514,0.0006933653,0.0003917499,0.0004027686,0.0007086069,0.0002895301],"domain_scores_gemma":[0.9888328,0.005316861,0.0006477703,0.0003650936,0.00352141,0.001316099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000317848,0.000009152224,0.0002009107,0.00005711435,0.000010903,0.000267593,0.00004929146,0.00002140163,0.00005180373,0.0003828608,0.9963497,0.002567315],"study_design_scores_gemma":[0.0001009073,0.00005647794,0.00116982,0.0003054357,0.00005749447,0.002698788,0.0006103156,0.0002183157,0.0003618044,0.00398961,0.990329,0.0001019406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001720532,0.00238072,0.00007721049,0.9487035,0.04796018,0.000007977885,0.00009011778,0.0000294354,0.0005788309],"genre_scores_gemma":[0.001934403,0.00213009,0.000137316,0.9476778,0.04552319,0.00002641122,0.00005647972,0.00002170281,0.002492588],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02712762,"threshold_uncertainty_score":0.0239647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228214167579549,"score_gpt":0.5830338120229609,"score_spread":0.460212395265006,"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."}}