{"id":"W7037853836","doi":"","title":"An examination of full and partial facial affect recognition in pediatric brain tumour survivors versus healthy controls after the onset of the Covid-19 pandemic","year":2023,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Affect (linguistics); Reading (process); Social relationship; Futurist","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003167877,0.0002449065,0.0002178313,0.0008562082,0.0003472445,0.0003664437,0.0001933438,0.0002871022,0.001367915],"category_scores_gemma":[0.001285371,0.0001434013,0.0002251193,0.0004075819,0.0002953736,0.0002669216,0.0004053231,0.0002800379,0.0001469882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003060653,"about_ca_system_score_gemma":0.0002204816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006556642,"about_ca_topic_score_gemma":0.005982406,"domain_scores_codex":[0.9998141,0.00002927142,0.00001554138,0.00004668989,0.00003374451,0.00006068835],"domain_scores_gemma":[0.9994774,0.00007053714,0.0002429924,0.00002580044,0.00006084336,0.0001224708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001371539,0.00004367007,0.994089,0.000009791693,0.00001231635,0.0003286607,0.0006548475,0.00001902989,0.001271864,0.00001086472,0.00006303538,0.003359787],"study_design_scores_gemma":[8.145398e-7,0.00009648025,0.9992705,0.000001251919,0.000002760303,0.0001970109,0.0003196253,0.00001044238,0.00005562275,0.000002635404,0.00004192072,8.876215e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997079,0.00003607407,0.00001558452,0.000006438119,0.000001563192,0.000004835794,0.00004711551,9.12846e-7,0.000179606],"genre_scores_gemma":[0.9995533,0.00006421944,0.00003792505,0.000009113658,0.000002271938,0.00001506497,0.0001196365,6.627903e-7,0.0001979517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006556642,"threshold_uncertainty_score":0.01303691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881918604742135,"score_gpt":0.2474716620381473,"score_spread":0.2286524759907259,"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."}}