{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005317556,0.0004491075,0.001106348,0.001116245,0.0003809723,0.0002071206,0.005534309,0.0003611213,0.006700003],"category_scores_gemma":[0.002233495,0.0004640742,0.0001235029,0.002051308,0.002071504,0.000165466,0.00475697,0.002235458,0.0009325575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008719272,"about_ca_system_score_gemma":0.004148978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08181015,"about_ca_topic_score_gemma":0.008039787,"domain_scores_codex":[0.9898869,0.001301041,0.0007762139,0.001608602,0.005169366,0.001257899],"domain_scores_gemma":[0.9875586,0.0004098184,0.001185603,0.01005568,0.0003837217,0.0004065449],"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":[0.00009526472,0.0001780266,0.002996546,0.002274577,0.0003129304,0.0002222949,0.0001107409,6.203003e-7,0.0002233584,0.001087895,0.9921268,0.0003709631],"study_design_scores_gemma":[0.0002719865,0.0002556058,0.0001782181,0.0008934479,0.00001896988,0.0001469418,0.0006222083,0.000003720036,0.0001830417,0.00004699477,0.9970544,0.0003244927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004950399,0.0292941,0.00001106707,0.001262267,0.002374975,0.001268679,0.007418373,0.0006368858,0.9576842],"genre_scores_gemma":[0.0007665912,0.0005758762,0.002471669,0.000009721207,0.003283103,0.00002442097,0.004114937,0.001975031,0.9867787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07377037,"threshold_uncertainty_score":0.9998462,"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."}}