{"id":"W4411658601","doi":"10.51847/gsw8bpq","title":"10.51847/gSW8BPQ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Quality (philosophy); Quality management system; Business; Risk analysis (engineering); Quality management; Management system; Computer science; Process management; Operations management; Engineering; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006495954,0.000128879,0.0002330602,0.00005667947,0.0006436156,0.000005562849,0.0002137897,0.0002101267,0.9983553],"category_scores_gemma":[0.0001282618,0.000121981,0.00005553692,0.0002307708,0.00002937809,0.00007218949,0.00004892733,0.00044515,0.9975463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057344,"about_ca_system_score_gemma":0.0001803486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003212361,"about_ca_topic_score_gemma":0.000004420106,"domain_scores_codex":[0.9979587,0.0005546168,0.0004545838,0.0002409385,0.0002161346,0.0005750214],"domain_scores_gemma":[0.998687,0.0004132089,0.00005082244,0.0004356714,0.00009652476,0.000316751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000189688,0.0000375554,0.00001065058,0.0001133331,0.000009274262,0.000004759748,0.0006553152,0.00001472074,0.000005162331,0.00005993301,0.1462066,0.852693],"study_design_scores_gemma":[0.0002606327,0.0001023938,0.0007005499,0.00009741653,0.000006526286,0.000001231573,0.00004098715,0.00005074757,8.790192e-7,0.00002957194,0.9985642,0.0001448528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002763722,0.00006533126,7.978113e-7,0.009948392,0.00001648878,0.0005882145,0.000058888,0.0002416122,0.9863166],"genre_scores_gemma":[0.0006307217,0.000002011526,0.0001043595,0.002478731,0.000436508,0.00009760854,0.0000368994,0.00002575483,0.9961874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8525482,"threshold_uncertainty_score":0.4974242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05789155161391268,"score_gpt":0.3727303026690677,"score_spread":0.314838751055155,"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."}}