{"id":"W2800450287","doi":"10.2196/publichealth.8972","title":"The Development of a Social Networking–Based Relatedness Intervention Among Young, First-Time Blood Donors: Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Intervention (counseling); Psychology; Internet privacy; Environmental health; Medicine; Computer science; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003334473,0.0001465809,0.0002251044,0.000144926,0.001452497,0.0003873197,0.0002044067,0.00004252536,0.00009922336],"category_scores_gemma":[0.0001569599,0.0001123978,0.00003664921,0.0005938088,0.0001365298,0.0005599954,0.00008094068,0.0001471068,0.00002531313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002159093,"about_ca_system_score_gemma":0.0001659284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005774028,"about_ca_topic_score_gemma":0.01556568,"domain_scores_codex":[0.9983003,0.0001326816,0.0006234184,0.000270338,0.0003174601,0.0003558507],"domain_scores_gemma":[0.9987607,0.0001415617,0.0005829381,0.0001522564,0.0003076619,0.00005490925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002611462,0.001747612,0.9617575,0.0002779075,0.0001092616,0.000001232911,0.002116354,6.516195e-7,0.000001772268,0.0009666146,0.00254329,0.03021668],"study_design_scores_gemma":[0.002570596,0.0003076736,0.7554563,0.00002601644,0.000005190884,7.611002e-7,0.001258247,0.001517816,4.291329e-7,0.00004859681,0.2386148,0.0001935491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886408,0.0001483003,0.0002898653,0.005957719,0.0004628963,0.0007722029,0.000001320789,0.0001142468,0.003612673],"genre_scores_gemma":[0.9984834,0.00001621714,0.00004272847,0.0006588441,0.0004625664,0.0001010704,0.00002584888,0.00001564737,0.0001936365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2360715,"threshold_uncertainty_score":0.9998475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307479689542706,"score_gpt":0.281827327508112,"score_spread":0.248752530612685,"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."}}