{"id":"W7033091685","doi":"","title":"Prioritization of VSV-based OV to overcome ICI-resistant melanomas.","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Prioritization; Matching (statistics); Key (lock); Identification (biology); Production (economics)","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":[0.001022088,0.0008589597,0.001770871,0.001009942,0.0005680273,0.00004054386,0.0003465019,0.0006018923,0.0003665157],"category_scores_gemma":[0.001641738,0.0008409642,0.0007060816,0.001427261,0.00006138526,0.0001754382,0.0001162257,0.0008727958,0.000359019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000620372,"about_ca_system_score_gemma":0.0001914737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004415151,"about_ca_topic_score_gemma":0.001265258,"domain_scores_codex":[0.9947411,0.0002600846,0.001484911,0.001177248,0.001587425,0.0007491998],"domain_scores_gemma":[0.9963459,0.0002918672,0.0006943761,0.001073355,0.001092372,0.0005021133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007681304,0.001651985,0.00154229,0.01293017,0.002766875,0.001716489,0.000131766,0.0000978948,0.7458121,0.06395853,0.000419536,0.161291],"study_design_scores_gemma":[0.008571913,0.003946722,0.2453449,0.008315941,0.004917726,0.00006216585,0.002908123,0.00005829211,0.5789071,0.004145682,0.1391863,0.003635161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582434,0.0008148095,5.240956e-7,0.00005863884,0.001370292,0.001556643,0.002297173,0.0002920941,0.03536646],"genre_scores_gemma":[0.9808991,0.0002186188,0.0007894904,0.0004160268,0.0001048926,0.0002393586,0.002847049,0.0003261501,0.01415932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2438026,"threshold_uncertainty_score":0.9994041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710220181492048,"score_gpt":0.27782593647819,"score_spread":0.2507237346632695,"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."}}