{"id":"W4394130103","doi":"10.6084/m9.figshare.20400961","title":"Additional file 1 of Increased blood-based intratumor heterogeneity (bITH) is associated with unfavorable outcomes of immune checkpoint inhibitors plus chemotherapy in non-small cell lung cancer","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Chemotherapy; Lung cancer; Immune checkpoint; Medicine; Cancer research; Immune system; Oncology; Internal medicine; Immunotherapy; 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":[],"consensus_categories":[],"category_scores_codex":[0.001387718,0.001257772,0.001398355,0.001275186,0.0006487735,0.001783822,0.002079738,0.001894968,0.2948176],"category_scores_gemma":[0.01641837,0.0005248479,0.001385996,0.002349489,0.0002779803,0.001300035,0.001065089,0.001374436,0.04505587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147847,"about_ca_system_score_gemma":0.001871747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009269712,"about_ca_topic_score_gemma":0.01843982,"domain_scores_codex":[0.9992291,0.0001293017,0.000144631,0.0002517003,0.0001319235,0.0001133418],"domain_scores_gemma":[0.9940404,0.003645353,0.0008275793,0.0005480915,0.0006660366,0.0002723762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007674373,0.0001172542,0.01011342,0.004326253,0.0002601564,0.00009691463,0.00004486451,0.0008913294,0.0001768176,0.0006796953,0.9769173,0.005608609],"study_design_scores_gemma":[0.01391978,0.0005423533,0.09160028,0.005599888,0.001152149,0.00100241,0.0003075501,0.00457799,0.00130708,0.007208927,0.8726028,0.0001786874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002159433,0.00003555138,0.00003767989,0.00006055325,0.000007268077,0.0000183407,0.9994367,0.00003498286,0.0001530384],"genre_scores_gemma":[0.003708404,0.0001045775,0.0005046658,0.0001937877,0.00003085709,0.000515095,0.9935575,0.00005728965,0.001327826],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2948176,"threshold_uncertainty_score":0.986263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400821565027719,"score_gpt":0.2687919651748504,"score_spread":0.2547837495245732,"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."}}