{"id":"W6906489628","doi":"10.17608/k6.auckland.14036534.v1","title":"New Zealand Quality of Healthcare Study","year":2021,"lang":"en","type":"report","venue":"University of Auckland Data Repository","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Health care; Adverse effect; Medical record; Quality (philosophy); Sample (material); Public health; Patient safety; Quarter (Canadian coin)","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"],"consensus_categories":[],"category_scores_codex":[0.002032014,0.0004370681,0.001773422,0.0003898666,0.0002109568,0.00002879622,0.002185597,0.0004998653,0.0001894065],"category_scores_gemma":[0.0003016597,0.0005129726,0.0002689802,0.0004519682,0.0002034053,0.0003455476,0.002376483,0.0006567301,0.00002603247],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649006,"about_ca_system_score_gemma":0.009503692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3963183,"about_ca_topic_score_gemma":0.03936492,"domain_scores_codex":[0.9939744,0.0009456381,0.001007024,0.001330932,0.002384208,0.0003578386],"domain_scores_gemma":[0.9903257,0.0002425484,0.002470488,0.005096286,0.001489873,0.0003750403],"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":[0.0005830003,0.0009077837,0.3804651,0.001252839,0.001389279,0.001031307,0.001839719,0.000004086062,0.0005230673,0.000006998202,0.6110566,0.0009401705],"study_design_scores_gemma":[0.003352966,0.0005215009,0.3455443,0.0008772038,0.001492924,0.0001668055,0.009942897,0.000005271466,0.0001632217,0.000007766139,0.637096,0.000829157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6972367,0.02134966,0.0003457645,0.0005385567,0.009119393,0.005556514,0.08555319,0.0008707202,0.1794295],"genre_scores_gemma":[0.5768498,0.00317479,0.004447661,0.00001546328,0.001957547,5.311722e-7,0.04732722,0.0003741402,0.3658528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3569534,"threshold_uncertainty_score":0.9997322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219443945058572,"score_gpt":0.3490431510722741,"score_spread":0.227098756566417,"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."}}