{"id":"W4393101352","doi":"10.2196/50368","title":"Preferences on Governance Models for Mental Health Data: Qualitative Study With Young People","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wellcome Trust; University of Washington; University of Oxford; World Health Organization","keywords":"Mental health; Corporate governance; Health data; Resource (disambiguation); Qualitative property; Data collection; Psychology; Internet privacy; Business; Computer science; Health care; Political science; Psychiatry; Sociology; Finance","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":[0.03269108,0.0005885011,0.001406017,0.00188734,0.01057783,0.005160057,0.00130646,0.002290912,0.003140779],"category_scores_gemma":[0.03459198,0.001195218,0.000887402,0.001766086,0.008626522,0.005551159,0.008300045,0.004001439,0.0003662691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008035821,"about_ca_system_score_gemma":0.008656474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02127917,"about_ca_topic_score_gemma":0.02641433,"domain_scores_codex":[0.9806015,0.01378914,0.00105017,0.0008186002,0.001134119,0.002606339],"domain_scores_gemma":[0.9663448,0.02367361,0.002684607,0.0006885165,0.00286764,0.003740944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001955756,0.00002706505,0.00578023,0.0001323014,0.000005231251,0.0004913657,0.9913402,0.0000126308,0.0002502224,0.0003273031,0.0001258532,0.001487966],"study_design_scores_gemma":[0.000003148753,0.00003609472,0.001462929,0.0001288473,0.000003502445,0.0001293242,0.9966493,0.0000244313,0.00008120105,0.0000815747,0.001391497,0.000008162641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957082,0.0006022434,0.0008655306,0.00116723,0.00003554087,0.0002320249,0.00009046609,0.000007913332,0.001290855],"genre_scores_gemma":[0.9968662,0.0005817286,0.0006582274,0.0008133033,0.000008849815,0.000266634,0.00003233222,0.00001120463,0.0007615635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9986935,"threshold_uncertainty_score":0.172889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3360867969851915,"score_gpt":0.612433992588481,"score_spread":0.2763471956032895,"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."}}