{"id":"W4389225271","doi":"10.3410/f.742830631.793601748","title":"Faculty Opinions recommendation of 1088MO A phase II study of neoadjuvant cemiplimab for stage II to IV cutaneous squamous cell carcinoma (CSCC): One-year follow-up.","year":2023,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Stage (stratigraphy); Basal cell; Internal medicine; Oncology; Medicine; Dermatology; Biology","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":[0.001257085,0.0008483471,0.002465685,0.0007823671,0.0005280048,0.00005424518,0.001519487,0.0006556853,0.000243978],"category_scores_gemma":[0.006966088,0.0006101598,0.0009623122,0.00288648,0.0002721719,0.0001774202,0.001466877,0.001024698,0.00004310916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468051,"about_ca_system_score_gemma":0.0008981517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003235112,"about_ca_topic_score_gemma":0.00007649562,"domain_scores_codex":[0.9928991,0.0003007668,0.002762076,0.001214455,0.002183343,0.0006402655],"domain_scores_gemma":[0.9875433,0.0003871526,0.002209044,0.002413106,0.006939346,0.0005080329],"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":[0.0005153778,0.005005545,0.00002516406,0.01640587,0.0003781596,0.000002738932,0.00144135,2.971201e-7,0.00001799812,0.00003079401,0.9745994,0.001577364],"study_design_scores_gemma":[0.009795619,0.008661203,0.0008847262,0.005911282,0.001099118,0.00003243667,0.0005951434,0.000008098671,0.00009095921,0.000005870328,0.9724239,0.000491645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002597304,0.0007172396,0.0000284439,0.07396248,0.001531012,0.008172221,0.9152153,0.00006164268,0.00005198252],"genre_scores_gemma":[0.001151048,0.0001704068,0.0009267272,0.001544212,0.0004242117,0.001451032,0.9905434,0.00009508395,0.003693887],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07532814,"threshold_uncertainty_score":0.999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05473054710341805,"score_gpt":0.3811199192469947,"score_spread":0.3263893721435766,"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."}}