{"id":"W2755679507","doi":"10.12927/hcpap.2017.25203","title":"Medical Laboratory Technologists as Positive Quality Improvement Team Members","year":2017,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Quality Council","funders":"","keywords":"Quality management; Quality (philosophy); Medical physics; Medical laboratory; Medical education; Medicine; Engineering management; Computer science; Engineering; Operations management; Nursing; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001055412,0.0004569163,0.0005419306,0.0001946278,0.0005412443,0.0001181335,0.0008108514,0.0005384264,0.0002747172],"category_scores_gemma":[0.001008123,0.000427764,0.0001221552,0.0003132319,0.0001189446,0.0001877955,0.000283248,0.0007435688,0.0005130901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112505,"about_ca_system_score_gemma":0.0002794037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380284,"about_ca_topic_score_gemma":0.0007768137,"domain_scores_codex":[0.9967734,0.00006289518,0.0006717433,0.000659223,0.0008540748,0.0009786931],"domain_scores_gemma":[0.9973158,0.0002177535,0.000158064,0.001160803,0.0001111065,0.001036484],"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":[0.0002324544,0.0004584847,0.001130328,0.0005874012,0.0002019284,0.00004451167,0.003342971,0.00009305796,0.006340241,0.002247751,0.9300143,0.05530664],"study_design_scores_gemma":[0.003359549,0.002384892,0.06456469,0.00001850983,0.00008204838,0.00005181282,0.0009472393,0.007475737,0.009976363,0.0002605726,0.9086408,0.00223779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6489199,0.0001468569,0.0004739075,0.3447198,0.001550043,0.0005138683,0.00008980581,0.0009166077,0.002669231],"genre_scores_gemma":[0.5810024,0.0002657773,0.0005715328,0.4171931,0.00008720488,0.0003441978,0.0000732486,0.00009838,0.0003641357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07247339,"threshold_uncertainty_score":0.9998174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130038819985719,"score_gpt":0.3186665042694319,"score_spread":0.2973661160695747,"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."}}