{"id":"W3166554559","doi":"10.1101/2021.06.08.21258566","title":"CD16a <sup>high</sup> NK cell infiltration and spatial relationships with T cells and macrophages can predict improved progression-free survival in high grade ovarian cancer","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; University of Victoria; BC Cancer Agency; University of British Columbia; Dalhousie University","funders":"Canadian Institutes of Health Research; Université de Montréal; Dalhousie University; Canadian Blood Services; Terry Fox Research Institute; Cancer Research Institute; Ovarian Cancer Canada; Dalhousie Medical Research Foundation; Beatrice Hunter Cancer Research Institute","keywords":"Immune system; Cancer research; Population; Cytotoxic T cell; Flow cytometry; Immunotherapy; Biology; Immunology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003235238,0.0001208816,0.0001865398,0.0004646396,0.0001253529,0.000325786,0.0001224684,0.0001733518,0.001367196],"category_scores_gemma":[0.0005689269,0.0000924816,0.000154312,0.0002905243,0.0002081397,0.0001658361,0.0002301815,0.0001943621,0.000155296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571251,"about_ca_system_score_gemma":0.0001009908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007590486,"about_ca_topic_score_gemma":0.001129898,"domain_scores_codex":[0.9998883,0.00002958523,0.0000143363,0.00003183739,0.00001757554,0.00001848135],"domain_scores_gemma":[0.9996035,0.0001180258,0.0001320788,0.00004044513,0.0000408936,0.00006516451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004941745,0.0000210011,0.9797409,0.00001908254,0.00002953955,0.00004213201,0.00002487873,0.00025135,0.01560473,0.00001418329,0.0000602072,0.003697898],"study_design_scores_gemma":[0.00001118325,0.0001301315,0.9923063,0.00000360107,0.00002997244,0.0004488439,0.00007654036,0.001244717,0.005462889,0.00005306556,0.0002301805,0.000002596496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994454,0.0001763341,0.0001714409,0.0000075809,0.0000010227,0.00000291651,0.00007508334,0.000004899959,0.0001153783],"genre_scores_gemma":[0.9996451,0.00002590666,0.0001461285,0.000003208836,0.000001351092,0.00000311263,0.0001004565,0.000001128964,0.0000737002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001367196,"threshold_uncertainty_score":0.004573703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227306328360019,"score_gpt":0.2258957307503698,"score_spread":0.2136226674667696,"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."}}