{"id":"W2807457700","doi":"10.1186/s12910-018-0279-0","title":"A reflection on the challenge of protecting confidentiality of participants while disseminating research results locally","year":2018,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research; International Development Research Centre","keywords":"Confidentiality; Philosophy of medicine; Dissemination; Public relations; Research ethics; Psychological intervention; Health care; Psychology; Sociology; Business; Political science; Medicine; Nursing; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.178391,0.0001312706,0.0004376338,0.0001434996,0.0004586374,0.00001780465,0.0005619728,0.001607795,0.0005598379],"category_scores_gemma":[0.8882634,0.0000844066,0.0001264704,0.0007497533,0.004582696,0.00003520103,0.0004143935,0.01426145,0.00004161474],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009321307,"about_ca_system_score_gemma":0.009245384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007416313,"about_ca_topic_score_gemma":0.01440432,"domain_scores_codex":[0.9818808,0.005393459,0.001554846,0.0005884361,0.009894826,0.0006875606],"domain_scores_gemma":[0.3898259,0.5952435,0.0007580531,0.0022037,0.01110292,0.0008659106],"domain_codex":null,"domain_gemma":"methods","domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02539208,0.00686095,0.004327485,0.04371904,0.0006226377,0.000157256,0.1058467,0.00001548412,0.02747739,0.7635132,0.003378132,0.01868962],"study_design_scores_gemma":[0.01106979,0.03242148,0.0148878,0.1210232,0.0002457851,0.00004475184,0.03180264,0.01530737,0.3874478,0.3837157,0.001220551,0.000813121],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7496352,0.0002559693,0.006073786,0.1423102,0.0007559654,0.002917893,0.00002573164,0.0001182594,0.09790703],"genre_scores_gemma":[0.9971746,0.0005002124,0.0006738426,0.0004434616,0.0006343002,0.00006406429,0.00000320344,0.00002422844,0.0004821165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7098724,"threshold_uncertainty_score":0.9996883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8607209906374879,"score_gpt":0.6787725602830632,"score_spread":0.1819484303544247,"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."}}