{"id":"W6976734840","doi":"10.6084/m9.figshare.11870388","title":"Additional file 3 of Evaluating the re-identification risk of a clinical study report anonymized under EMA Policy 0070 and Health Canada Regulations","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical study; Public health; Medical record; MEDLINE; Qualitative research; Government (linguistics); Health services research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01296851,0.0006972313,0.0009042718,0.00392643,0.001569061,0.002266066,0.00166215,0.00162696,0.8830925],"category_scores_gemma":[0.1777164,0.0005489369,0.0009182501,0.00485931,0.0004761715,0.002257973,0.0015706,0.001130137,0.173165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003812411,"about_ca_system_score_gemma":0.007170874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01621453,"about_ca_topic_score_gemma":0.02467905,"domain_scores_codex":[0.9924132,0.002718369,0.001591598,0.0007946269,0.001907498,0.0005746289],"domain_scores_gemma":[0.742655,0.2006941,0.01279633,0.009902466,0.0306421,0.003309997],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002030661,0.00003059326,0.001121285,0.000724283,0.00001356951,0.00002625261,0.00005800455,0.0001311103,0.00001903488,0.001287087,0.9893707,0.007015036],"study_design_scores_gemma":[0.002842847,0.0001899633,0.02048961,0.006079368,0.0001272583,0.0003606351,0.0006179287,0.001231342,0.0004716655,0.01359561,0.9538876,0.0001062303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.000395212,0.00003306813,0.001224409,0.001167432,0.000128909,0.001352177,0.9796913,0.0006232985,0.01538417],"genre_scores_gemma":[0.04015113,0.0005422945,0.02275485,0.007028911,0.0009699914,0.03019837,0.7516692,0.004210133,0.1424751],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9870315,"threshold_uncertainty_score":0.1667542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8076352612518435,"score_gpt":0.6661447985402252,"score_spread":0.1414904627116182,"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."}}