{"id":"W6969398640","doi":"10.5683/sp3/vprh0p","title":"Data Disclosure Risk","year":2018,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Presentation (obstetrics); Risk assessment; Self-disclosure; Data collection; Full disclosure; Risk management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004280507,0.002110024,0.001201417,0.00664402,0.0008624664,0.003885671,0.002062544,0.00286184,0.03667698],"category_scores_gemma":[0.0396053,0.0005264023,0.001560426,0.007613619,0.0006704042,0.00455827,0.003198282,0.002720447,0.03216507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002757587,"about_ca_system_score_gemma":0.002920635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610411,"about_ca_topic_score_gemma":0.02746668,"domain_scores_codex":[0.9939884,0.001190711,0.0009802768,0.0009363426,0.002248442,0.0006558609],"domain_scores_gemma":[0.9843481,0.005601007,0.002216305,0.0035376,0.003574551,0.0007226186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001199341,0.00002877893,0.003799976,0.0006006113,0.00004604697,0.00002714915,0.00004698151,0.0005462405,0.00009624979,0.00154723,0.9879265,0.005214167],"study_design_scores_gemma":[0.0002143311,0.00004378602,0.008919597,0.0008851567,0.00006653319,0.0002942865,0.0003137402,0.002204347,0.000644655,0.007499948,0.9788529,0.00006068701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000966252,0.000338,0.0002763544,0.0006924504,0.0001162743,0.00003589634,0.9939667,0.0008142095,0.002793903],"genre_scores_gemma":[0.004769844,0.0002396895,0.000784395,0.0002858639,0.00005298965,0.0001215547,0.9920432,0.0001295424,0.001572973],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03667698,"threshold_uncertainty_score":0.1226967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04655641600660596,"score_gpt":0.3187119978882516,"score_spread":0.2721555818816457,"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."}}