{"id":"W1974571784","doi":"10.1016/j.annder.2014.09.084","title":"Traitement par anticorps anti-PD-1 : pembrolizumab (MK-3475) chez 411 patients (pts) atteints de mélanome métastatique","year":2014,"lang":"fr","type":"article","venue":"Annales de Dermatologie et de Vénéréologie","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Gynecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002526376,0.001021034,0.001550642,0.000426655,0.0003391062,0.0001905867,0.001006651,0.001140535,0.0007509122],"category_scores_gemma":[0.001669004,0.0009899891,0.0006537448,0.0005892339,0.001161088,0.0003961762,0.0003091683,0.001201398,0.0004415622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451274,"about_ca_system_score_gemma":0.002175416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006180065,"about_ca_topic_score_gemma":0.0001649311,"domain_scores_codex":[0.9915479,0.002165311,0.001441864,0.001119735,0.0006325537,0.003092682],"domain_scores_gemma":[0.9959307,0.001282341,0.0006734501,0.001103558,0.0003205149,0.000689468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002275449,0.002213029,0.8303647,0.001748128,0.001251463,0.001561261,0.00266002,0.0001708757,0.01036629,0.001676051,0.07217987,0.07353286],"study_design_scores_gemma":[0.00977169,0.001677061,0.8098275,0.001217285,0.0005320219,0.001558663,0.0008112076,0.00181618,0.02415301,0.001932276,0.145403,0.001300102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529008,0.01089979,0.00512575,0.02442588,0.001801879,0.001101239,0.0002856327,0.0004241755,0.003034841],"genre_scores_gemma":[0.9608684,0.01472999,0.002959792,0.01959443,0.000406334,0.0001664891,0.0003501237,0.0001402561,0.0007842029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07322314,"threshold_uncertainty_score":0.9992551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02833442453355193,"score_gpt":0.3155192893932378,"score_spread":0.2871848648596859,"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."}}