{"id":"W4400814026","doi":"10.1093/nop/npae069","title":"Insights from GoFundMe posts: Analyzing GoFundMe financial aid requests from brain tumor patients in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Practice","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Finance; Thematic analysis; Distress; Payment; Medicine; Business; Qualitative research; Sociology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002881148,0.0003051013,0.0003831769,0.003085638,0.006214244,0.002845958,0.001164751,0.0006686192,0.00471105],"category_scores_gemma":[0.01637723,0.0002503975,0.0003062539,0.006715259,0.002289199,0.001796094,0.003303655,0.0007923963,0.0003494099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03812765,"about_ca_system_score_gemma":0.07293347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9396845,"about_ca_topic_score_gemma":0.9794345,"domain_scores_codex":[0.9977624,0.0004984241,0.0001728516,0.0001874355,0.0006555361,0.0007233138],"domain_scores_gemma":[0.9875562,0.005037592,0.001692422,0.0002941134,0.004088948,0.001330809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001882679,0.00004995334,0.1124687,0.001770249,0.00002332548,0.001647788,0.8202305,0.000153554,0.001012903,0.001879188,0.02367817,0.03689733],"study_design_scores_gemma":[0.000006899098,0.00003185161,0.1028976,0.0008873012,0.00001593288,0.0001089999,0.8434051,0.0001867633,0.0001932131,0.0002041726,0.05202463,0.00003757274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635979,0.001200421,0.0006517806,0.005622254,0.00009758381,0.0005733941,0.01274105,0.00003566675,0.01548001],"genre_scores_gemma":[0.9853027,0.001760336,0.001278763,0.001589227,0.0000348909,0.0006582344,0.002981547,0.00004108864,0.0063533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06031549,"threshold_uncertainty_score":0.2766367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817535575097729,"score_gpt":0.2412164972210867,"score_spread":0.2230411414701094,"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."}}