{"id":"W3197262609","doi":"10.2196/30596","title":"Investigating Mental Health Service User Opinions on Clinical Data Sharing: Qualitative Focus Group Study","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King's College London; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research","keywords":"Data sharing; Focus group; Confidentiality; Thematic analysis; Mental health; Safeguarding; Data governance; Internet privacy; Data collection; Service provider; Health care; Service (business); Qualitative research; Medicine; Psychology; Computer science; Data quality; Business; Nursing; Computer security; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.03089753,0.0006202656,0.0009733248,0.002175537,0.009111239,0.003879079,0.001910522,0.002440981,0.003699729],"category_scores_gemma":[0.04471614,0.0007925176,0.0005873347,0.002456145,0.008071687,0.004037744,0.008551899,0.002647311,0.0004321196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007379281,"about_ca_system_score_gemma":0.006677424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191083,"about_ca_topic_score_gemma":0.01103685,"domain_scores_codex":[0.9716871,0.02327729,0.0007345756,0.0007109549,0.001231763,0.002358204],"domain_scores_gemma":[0.9401171,0.04764054,0.003459381,0.001089284,0.004272878,0.003420808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003415767,0.00003425201,0.002946754,0.0001766285,0.000005382278,0.0002654757,0.9932042,0.00001695374,0.0003946637,0.0003003782,0.0003031692,0.002318005],"study_design_scores_gemma":[0.000005626219,0.00005058842,0.00102619,0.0001135843,0.000003750229,0.00008281643,0.9965849,0.00006283714,0.0001087307,0.0001221289,0.001829833,0.000008995029],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932703,0.0004798663,0.001240552,0.002693715,0.00003914434,0.0003407096,0.0001251797,0.00001531216,0.001795223],"genre_scores_gemma":[0.9958841,0.0005471561,0.0007125792,0.001354601,0.00002037528,0.0005827911,0.00004681818,0.00001461958,0.0008368387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9980895,"threshold_uncertainty_score":0.1634037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4355453455258323,"score_gpt":0.6308588652765975,"score_spread":0.1953135197507652,"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."}}