{"id":"W3092626262","doi":"10.1093/eurpub/ckaa165.244","title":"Crowdfunding for medical expenses in the United Kingdom","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Quarter (Canadian coin); Business; Empowerment; Medicine; Sample (material); Public relations; Family medicine; Economic growth; Political science; Economics","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":[0.002469488,0.0002135027,0.0001775713,0.002142295,0.002710021,0.002968449,0.0004586997,0.001163882,0.005978893],"category_scores_gemma":[0.01606067,0.0002543663,0.0001952023,0.001592517,0.002262075,0.002186329,0.002955739,0.0008908814,0.0004120201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005588504,"about_ca_system_score_gemma":0.003441466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02630282,"about_ca_topic_score_gemma":0.03034812,"domain_scores_codex":[0.9960101,0.002347898,0.0002991775,0.0001982783,0.0006551379,0.0004894175],"domain_scores_gemma":[0.9736626,0.01378243,0.008303097,0.000615599,0.001235115,0.002401163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002740677,0.0001968968,0.2409815,0.001782026,0.00007657112,0.006805983,0.5985495,0.0005063883,0.001737912,0.01428681,0.06249262,0.07230971],"study_design_scores_gemma":[0.00001727356,0.0001454933,0.3152869,0.00167579,0.00001886374,0.001228309,0.4905441,0.0005609259,0.0004220432,0.001164137,0.1888438,0.00009225126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680384,0.001516785,0.0002749412,0.009422586,0.0001259266,0.00009757432,0.0005025676,0.00002154876,0.01999966],"genre_scores_gemma":[0.9959253,0.0006017322,0.0002228794,0.00089034,0.00004127048,0.00004267775,0.0001075699,0.000009965146,0.00215826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02630282,"threshold_uncertainty_score":0.05229944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2177652177883504,"score_gpt":0.3250775239105937,"score_spread":0.1073123061222433,"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."}}