{"id":"W6906597334","doi":"10.17616/r31njn90","title":"Health Data Nova Scotia","year":2022,"lang":"en","type":"other","venue":"Registry of Research Repositories","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Confidentiality; Health data; Community health; Health services","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":[],"consensus_categories":[],"category_scores_codex":[0.002365222,0.000903449,0.0005962694,0.004153687,0.002456644,0.004871833,0.001732306,0.001349945,0.2446296],"category_scores_gemma":[0.0181732,0.0007222191,0.0005069127,0.007346501,0.000835177,0.00138279,0.003325017,0.001212672,0.1209765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01212909,"about_ca_system_score_gemma":0.04213284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7015893,"about_ca_topic_score_gemma":0.6546844,"domain_scores_codex":[0.9971425,0.0004001019,0.0003905426,0.0005249637,0.001096134,0.0004458843],"domain_scores_gemma":[0.9821797,0.001876035,0.0008425128,0.002379115,0.009833863,0.002888795],"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":[0.0001393663,0.000008529989,0.00199652,0.0003085848,0.00001232412,0.0002299034,0.0001673069,0.000108437,0.0002013983,0.006811014,0.9634736,0.02654298],"study_design_scores_gemma":[0.00004052774,0.000008786548,0.005469657,0.0003819324,0.00000698506,0.0001105416,0.00013857,0.0001205748,0.0001457979,0.0007512047,0.9928101,0.00001534374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002583053,0.001346726,0.001127711,0.007764423,0.0008986917,0.0003224096,0.5639921,0.001919208,0.4200457],"genre_scores_gemma":[0.02790068,0.002292132,0.004975766,0.004565849,0.0002663548,0.000604434,0.4884574,0.001626611,0.4693108],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2984107,"threshold_uncertainty_score":0.8183676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1801101841557522,"score_gpt":0.4709265227009796,"score_spread":0.2908163385452274,"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."}}