{"id":"W3217613933","doi":"10.52586/5030","title":"4th Summer School in Immuno-Oncology, July 1st–3rd, 2021, Athens, Greece","year":2021,"lang":"en","type":"article","venue":"Frontiers in Bioscience-Landmark","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Medicine; Immunotherapy; Cancer immunotherapy; Cancer; Modalities; Therapeutic modalities; Oncology; Tumor immunology; Internal medicine; Immunology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001152005,0.001687858,0.001002137,0.001213406,0.001425232,0.002564629,0.001070165,0.003008146,0.3253433],"category_scores_gemma":[0.0008570841,0.000421838,0.001010617,0.0004899919,0.000714077,0.00131062,0.002572862,0.002992893,0.1496744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534011,"about_ca_system_score_gemma":0.001383987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008099056,"about_ca_topic_score_gemma":0.002629842,"domain_scores_codex":[0.9991541,0.0001381587,0.00004081102,0.0002394762,0.000162482,0.0002649443],"domain_scores_gemma":[0.9992663,0.00007746668,0.00003577429,0.0000327506,0.0001176309,0.0004701633],"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":[0.000854551,0.0004892696,0.001645281,0.0005849006,0.00005663002,0.0008527754,0.00028232,0.0006052451,0.006542937,0.004538401,0.7966671,0.1868806],"study_design_scores_gemma":[0.00004622552,0.0002516249,0.004250911,0.0001846339,0.00001088282,0.0002973369,0.000164863,0.0002250255,0.0006005761,0.001076621,0.9928795,0.00001177886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02422216,0.06747811,0.007032966,0.06536496,0.09923306,0.000956205,0.005074012,0.001723042,0.7289155],"genre_scores_gemma":[0.01547667,0.007905496,0.001385397,0.002872881,0.006395207,0.0001570448,0.001012418,0.0003125286,0.9644824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3253433,"threshold_uncertainty_score":0.9623159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794438280098,"score_gpt":0.2904771532319554,"score_spread":0.2725327704309754,"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."}}