{"id":"W4390828140","doi":"10.1016/j.adro.2023.101380","title":"In Regard to Smart et al","year":2024,"lang":"en","type":"article","venue":"Advances in Radiation Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Melanoma; Immunotherapy; Radiation therapy; Oncology; Ipilimumab; Internal medicine; Immune checkpoint; Immune system; Cancer research; Immunology","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":[0.006110563,0.0009388676,0.001113177,0.00191222,0.002140536,0.005415171,0.003840356,0.01467524,0.04369935],"category_scores_gemma":[0.07287725,0.0005163741,0.001372705,0.001134722,0.002780212,0.0063278,0.003730827,0.01697234,0.03249878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002649297,"about_ca_system_score_gemma":0.004762499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141647,"about_ca_topic_score_gemma":0.003286613,"domain_scores_codex":[0.9943883,0.0009324803,0.0005731995,0.001116619,0.002177119,0.0008123211],"domain_scores_gemma":[0.9756598,0.006909855,0.002396971,0.001357528,0.00890947,0.00476632],"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":[0.0000184282,0.00001433456,0.0004857871,0.0001622938,0.00001141994,0.0003423813,0.00006362901,0.00002400385,0.00005220047,0.002189253,0.9750279,0.02160838],"study_design_scores_gemma":[0.00001718103,0.00001628625,0.0003154491,0.0006557914,0.00001249562,0.001941033,0.0001701187,0.00007897367,0.0001042843,0.002626959,0.9940373,0.00002417709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005265148,0.01238085,0.0009075947,0.5818967,0.3921242,0.0000575554,0.0002716806,0.0002510754,0.01158386],"genre_scores_gemma":[0.005331489,0.009219166,0.000936624,0.6159558,0.3405667,0.0001228375,0.0001873353,0.000143497,0.02753667],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04369935,"threshold_uncertainty_score":0.1461889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339430789072937,"score_gpt":0.39169919056485,"score_spread":0.3783048826741206,"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."}}