{"id":"W4224307142","doi":"10.2196/33205","title":"GoFundMe as a Medical Plan: Ecological Study of Crowdfunding Insulin Success","year":2022,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Popularity; Thematic analysis; Business; Insulin; Health insurance; Qualitative research; Health care; Medicine; Psychology; Economics; Economic growth; Sociology; Social psychology; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005795104,0.0002884271,0.0003281075,0.002368791,0.005965936,0.003053042,0.0009694933,0.001047704,0.002781544],"category_scores_gemma":[0.0185826,0.0004013685,0.000282692,0.001164309,0.005854313,0.003772271,0.005219328,0.001709147,0.0001862723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003440731,"about_ca_system_score_gemma":0.002995946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02349699,"about_ca_topic_score_gemma":0.03689706,"domain_scores_codex":[0.9951557,0.003442948,0.0001157154,0.0002558411,0.000346389,0.0006834482],"domain_scores_gemma":[0.9855495,0.009536161,0.002204522,0.000353691,0.0006859334,0.001670212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005936583,0.0002025443,0.07471312,0.000156628,0.0000129864,0.0004324426,0.9142065,0.00005216089,0.0003629863,0.001370285,0.001053423,0.007377522],"study_design_scores_gemma":[0.000004921689,0.00006535727,0.04108318,0.00009723737,0.000004675283,0.00007479361,0.9542142,0.0002235136,0.00005971228,0.0002580632,0.003897339,0.00001695336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966757,0.00007339456,0.0001657493,0.0005985614,0.00001107572,0.00005964797,0.00005443392,0.000005958892,0.002355482],"genre_scores_gemma":[0.9988984,0.0001076835,0.0002486024,0.0002329462,0.000009463707,0.00008804508,0.0000412005,0.000007646626,0.0003660642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349699,"threshold_uncertainty_score":0.04672045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853577726387581,"score_gpt":0.2519443549007456,"score_spread":0.2334085776368698,"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."}}