{"id":"W2990434229","doi":"10.2196/13306","title":"Patient Privacy Perspectives on Health Information Exchange in a Mental Health Context: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Health Infoway; The Scarborough Hospital; Public Health Ontario; University Health Network; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Context (archaeology); Health care; Thematic analysis; Internet privacy; Qualitative research; Psychology; Information privacy; Medicine; Psychiatry; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003171526,0.0002226024,0.0004389522,0.0003268464,0.001045243,0.00009456446,0.0002945163,0.00006596119,0.0001319532],"category_scores_gemma":[0.00008033373,0.0002219527,0.00006157484,0.0005027007,0.00009918114,0.001254839,0.0002053802,0.0003693722,0.000217136],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005017696,"about_ca_system_score_gemma":0.001032447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09031362,"about_ca_topic_score_gemma":0.02557246,"domain_scores_codex":[0.9947367,0.002433846,0.0007485779,0.0004252132,0.0009093253,0.0007463612],"domain_scores_gemma":[0.9985114,0.00007381653,0.0006268072,0.0003573552,0.00005527411,0.0003753774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002587804,0.001299468,0.0007901592,0.0001309008,0.000009412655,2.171036e-7,0.9354057,2.890629e-7,5.601449e-7,0.002926824,0.008532028,0.05064566],"study_design_scores_gemma":[0.002083885,0.005416261,0.005926449,0.0001834986,4.480819e-7,7.912042e-7,0.9294155,0.00002198102,0.000002022576,0.0003089436,0.05645983,0.0001804173],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262537,0.001131528,0.00001745993,0.05776073,0.0008426065,0.01227101,0.0004251187,0.0001337312,0.001164159],"genre_scores_gemma":[0.9936246,0.001032871,0.00008338378,0.004562304,0.0000799066,0.0002885529,0.0002471956,0.00001380062,0.00006743312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0673709,"threshold_uncertainty_score":0.9988019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03742549143102118,"score_gpt":0.4158381100349958,"score_spread":0.3784126186039746,"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."}}