{"id":"W2763624544","doi":"10.1183/13993003.01333-2017","title":"Crowdfunding for respiratory research: a new frontier for patient and public engagement?","year":2017,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Frontier; Public engagement; Respiratory system; Psychology; Political science; Medicine; Public relations; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01678402,0.0007873388,0.001355994,0.00109552,0.009876162,0.01347572,0.003234346,0.07005829,0.02535844],"category_scores_gemma":[0.06959894,0.0005928247,0.001501832,0.001191952,0.01188335,0.01961281,0.01339944,0.05191896,0.01085733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009368777,"about_ca_system_score_gemma":0.01308693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002953153,"about_ca_topic_score_gemma":0.005816142,"domain_scores_codex":[0.9784014,0.01075894,0.001155524,0.001743839,0.00553454,0.002405843],"domain_scores_gemma":[0.9049194,0.06813332,0.005202589,0.002379513,0.00495661,0.01440843],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005125917,0.0000443357,0.001021209,0.0002264412,0.00001662985,0.001607338,0.001101942,0.0000730779,0.0002527964,0.0267953,0.9201145,0.04869525],"study_design_scores_gemma":[0.00005979913,0.000084852,0.0008296118,0.001122858,0.00001250841,0.001711635,0.00248228,0.0003277144,0.0001258506,0.04441444,0.9487671,0.00006134767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001841074,0.001701245,0.0001426157,0.9945945,0.001542013,0.00000610896,0.000008671626,0.00001264796,0.001808055],"genre_scores_gemma":[0.009110764,0.003943762,0.0004260612,0.9623262,0.02012593,0.00005630676,0.0000250731,0.00003298388,0.003952796],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.983216,"threshold_uncertainty_score":0.08876342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2422002965084806,"score_gpt":0.3306930715558169,"score_spread":0.0884927750473363,"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."}}