{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005012288,0.0005505539,0.0008943183,0.003808775,0.001483366,0.002173717,0.001388066,0.0006348423,0.02626614],"category_scores_gemma":[0.02469923,0.0005572113,0.001113401,0.01012766,0.001082914,0.001900465,0.001978493,0.001194999,0.002751645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01620358,"about_ca_system_score_gemma":0.02036439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4279324,"about_ca_topic_score_gemma":0.3561005,"domain_scores_codex":[0.9887372,0.00148956,0.00248167,0.001408886,0.004954151,0.0009284946],"domain_scores_gemma":[0.9821439,0.001478751,0.004649165,0.001530357,0.007933556,0.002264364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000914593,0.0003191829,0.6621681,0.005520482,0.000690556,0.000864596,0.009768944,0.0004030214,0.0005682199,0.01023207,0.1996261,0.1089242],"study_design_scores_gemma":[0.0001555268,0.0002038557,0.9148653,0.0009160888,0.0001160526,0.0004009759,0.00318119,0.0002714187,0.00007763974,0.0006529333,0.07910447,0.00005454944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3858737,0.01663301,0.003514259,0.01832343,0.001030022,0.01087605,0.2592763,0.0003716868,0.3041016],"genre_scores_gemma":[0.8824126,0.007737154,0.007258928,0.002267827,0.0001825982,0.01387097,0.06002502,0.0002023701,0.02604263],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4279324,"threshold_uncertainty_score":0.8508831,"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."}}