{"id":"W3087338540","doi":"10.1016/j.xjtc.2020.09.003","title":"Commentary: Opening a window when surgeons face awesome responses to immunotherapy","year":2020,"lang":"en","type":"letter","venue":"JTCVS Techniques","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Immunotherapy; Immune checkpoint; Basal cell; Oncology; Internal medicine; Cancer","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":[0.0003251949,0.0007567241,0.001543814,0.0004954654,0.0002218554,0.0001034417,0.0006404911,0.0005727547,0.0003416537],"category_scores_gemma":[0.0001463418,0.0007016914,0.0003598928,0.0003525198,0.0001823607,0.0001139671,0.0005288399,0.002204864,0.0001114093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006201843,"about_ca_system_score_gemma":0.00019305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009804445,"about_ca_topic_score_gemma":0.00002971796,"domain_scores_codex":[0.996709,0.0002649957,0.0006542694,0.0009196271,0.0007209113,0.0007311641],"domain_scores_gemma":[0.9978589,0.0004347182,0.000263206,0.001148082,0.000133803,0.0001613167],"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":[0.0006603703,0.00003326638,0.005240815,0.0001872106,0.000483238,0.001850664,0.001412811,1.270318e-8,0.002073268,0.000003182626,0.9832897,0.004765416],"study_design_scores_gemma":[0.0004924573,0.0009375555,0.001669709,0.0009723265,0.0001441182,0.0001245516,0.00009683463,3.434516e-7,0.01635417,0.0002306712,0.978303,0.0006742428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008967519,0.001421321,0.0008357728,0.9890201,0.0002871915,0.002845665,0.0003130045,0.001187562,0.003192604],"genre_scores_gemma":[0.001363346,0.0006297343,0.0281333,0.9592237,0.00257804,0.001157684,0.0003224022,0.0002807576,0.006310977],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02979637,"threshold_uncertainty_score":0.9995434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324401171866795,"score_gpt":0.3162730552380577,"score_spread":0.2838329380513782,"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."}}