{"id":"W4308770877","doi":"10.3390/cancers14215410","title":"Resilience in Lower Grade Glioma Patients","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer survivorship and care","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internal medicine; Medicine; Distress; Multivariate analysis; Cohort; Glioma; Protective factor; Multivariate statistics; Oncology; Psychology; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002361437,0.00017234,0.0002293496,0.0006028161,0.0003813752,0.0004441697,0.0001365485,0.0001788067,0.002252975],"category_scores_gemma":[0.002765128,0.00008149313,0.0003588859,0.0006112963,0.0002718051,0.0002943043,0.0006645952,0.0004906125,0.0001836714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003951346,"about_ca_system_score_gemma":0.0002901191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005219745,"about_ca_topic_score_gemma":0.005134905,"domain_scores_codex":[0.9997688,0.00006501581,0.00001632793,0.00003608236,0.00002839315,0.00008539787],"domain_scores_gemma":[0.9991942,0.00007820984,0.0004249266,0.0000357594,0.0000437449,0.0002232843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001283119,0.00003461972,0.9924297,0.00002331244,0.00004675751,0.000288818,0.0007442966,0.00008622969,0.0002298906,0.000102805,0.0002569766,0.005628368],"study_design_scores_gemma":[0.00000244223,0.0000570373,0.9984685,0.00001562763,0.00001156086,0.0002557744,0.000542157,0.0001130502,0.00003631149,0.0001367732,0.0003553476,0.000005396119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991214,0.0001483587,0.00003402968,0.0001379843,0.000005910912,0.000004042714,0.00009511114,0.000001950694,0.000451335],"genre_scores_gemma":[0.9997876,0.00005086346,0.00001824905,0.00001645756,0.000002448462,0.000002131838,0.0000652814,4.322831e-7,0.00005649047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005219745,"threshold_uncertainty_score":0.01037878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262406893253969,"score_gpt":0.2649834190527541,"score_spread":0.2523593501202144,"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."}}