{"id":"W6958530224","doi":"10.6084/m9.figshare.27915517","title":"Additional file 1 of Willingness of population health survey participants to provide personal health information and biological samples","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Population; Population health; Health information; Sample (material); Public health; Personally identifiable information","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01341668,0.00004530073,0.0001722903,0.00005374322,0.0001554485,0.00003677351,0.00008990753,0.00005282145,0.1201391],"category_scores_gemma":[0.01413946,0.00003875566,0.00001698509,0.0002304139,0.0001113622,0.0002673627,0.000039178,0.00004942242,0.00002831872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003499721,"about_ca_system_score_gemma":0.0007043424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01070955,"about_ca_topic_score_gemma":0.01525102,"domain_scores_codex":[0.9949426,0.004348882,0.0002916175,0.0001171478,0.0001366044,0.0001631373],"domain_scores_gemma":[0.9863266,0.01334701,0.000126946,0.00004141677,0.00005997095,0.00009807816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001745437,0.00007604921,0.03213111,0.00005576403,0.00003399148,5.566854e-7,0.04483079,0.000009670524,0.000008723943,0.0002213556,0.3853512,0.5355353],"study_design_scores_gemma":[0.00004413948,0.000133046,0.8036065,0.0001034767,9.303233e-7,4.227887e-7,0.001307067,0.00003621665,0.000006119788,0.0000719059,0.1946501,0.00004009742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7388903,0.00006864023,0.0001457279,0.0009533621,0.00008025899,0.000440987,0.2592775,0.000002872205,0.0001403086],"genre_scores_gemma":[0.9227707,0.00002978531,0.02532092,0.0003048678,0.00005212189,0.00007454781,0.05120154,0.000004004366,0.0002414705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7714754,"threshold_uncertainty_score":0.9958782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5295190779711113,"score_gpt":0.5142214120312593,"score_spread":0.01529766593985205,"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."}}