{"id":"W2920811307","doi":"10.2196/10654","title":"Using Blockchain to Create Transaction Identity for Persons Experiencing Homelessness in America: Policy Proposal","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Digital identity; Public relations; Identity (music); Internet privacy; Business; Identity management; Health care; Political science; Computer security; Computer science; Law","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":[0.0323001,0.0004825838,0.0002890966,0.002258315,0.008154062,0.00888508,0.00303145,0.0168306,0.01539968],"category_scores_gemma":[0.0464712,0.0006136231,0.0006794151,0.001475829,0.007235233,0.01647344,0.01153147,0.007613993,0.002013322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008957045,"about_ca_system_score_gemma":0.05791049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02498065,"about_ca_topic_score_gemma":0.02620781,"domain_scores_codex":[0.9748742,0.01459338,0.001259576,0.001493717,0.003885762,0.00389343],"domain_scores_gemma":[0.9492089,0.02889812,0.002265697,0.002746065,0.009315314,0.007565912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009819225,0.0008509351,0.004472141,0.0005501742,0.00001842137,0.001394943,0.01307286,0.001487011,0.001825361,0.8046907,0.09563148,0.07590783],"study_design_scores_gemma":[0.0002757508,0.0007561509,0.003267365,0.002023281,0.00005825985,0.001083797,0.02201859,0.006296491,0.003458596,0.1491773,0.8113937,0.0001905805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"protocol","genre_scores_codex":[0.03288431,0.001450312,0.0406208,0.6997297,0.002528789,0.005019867,0.0002755686,0.0004614205,0.2170291],"genre_scores_gemma":[0.5395859,0.006917783,0.07570557,0.1581757,0.002105108,0.01154592,0.000514535,0.0001546444,0.2052948],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.0323001,"threshold_uncertainty_score":0.1708213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3289657627233959,"score_gpt":0.6382463466632858,"score_spread":0.3092805839398899,"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."}}