{"id":"W4309161022","doi":"10.1097/cmr.0000000000000858","title":"Survivals following discontinuation of PD-1 inhibitor treatment in advanced melanoma patients","year":2022,"lang":"en","type":"article","venue":"Melanoma Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Discontinuation; Medicine; Toxicity; Internal medicine; Retrospective cohort study; Surgery; Oncology; Gastroenterology","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":[0.0008052929,0.0001272843,0.0003266995,0.0003530956,0.00022421,0.0004460032,0.0001738494,0.0002401473,0.0006866814],"category_scores_gemma":[0.002343666,0.0000859954,0.0005495609,0.0003990619,0.0001585437,0.0003315349,0.0003628487,0.0005348494,0.0001027071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245457,"about_ca_system_score_gemma":0.0002401265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006824811,"about_ca_topic_score_gemma":0.0009093605,"domain_scores_codex":[0.9996232,0.0001096449,0.00004155535,0.00007769289,0.00005772004,0.00009021079],"domain_scores_gemma":[0.9979367,0.000441389,0.001142808,0.0001026501,0.0001314334,0.0002450399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001468212,0.00003585662,0.9892856,0.00002314719,0.00007898396,0.0001713386,0.00009288816,0.0002295661,0.0004025603,0.00002100825,0.00009217954,0.00809849],"study_design_scores_gemma":[0.00001677368,0.0006856614,0.9977378,0.00001004265,0.00006893419,0.0004892225,0.00008174747,0.0002722269,0.0001462664,0.00004094351,0.000445541,0.00000488602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989202,0.0006658911,0.00005237329,0.00002151126,0.000004609916,0.000002975886,0.0001268137,0.000001847598,0.0002038055],"genre_scores_gemma":[0.9995157,0.0001230644,0.0000206501,0.00001404127,0.000007819782,0.000003232447,0.0002361603,8.005981e-7,0.00007855813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008052929,"threshold_uncertainty_score":0.004258811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796817465584214,"score_gpt":0.3649881183745609,"score_spread":0.3170199437187188,"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."}}