{"id":"W2795134161","doi":"10.12927/hcpap.2017.25410","title":"More than just Measurement","year":2017,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health","funders":"","keywords":"Set (abstract data type); Isolation (microbiology); Value (mathematics); Computer science; Risk analysis (engineering); Data science; Psychology; Process management; Medicine; Business; Machine learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1270937,0.001424755,0.0017715,0.003584263,0.00330179,0.01409457,0.003700879,0.004689363,0.008141326],"category_scores_gemma":[0.2978573,0.0007530671,0.001072285,0.007234691,0.02324216,0.03106241,0.008872466,0.01747434,0.003826679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009714287,"about_ca_system_score_gemma":0.01367683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008349704,"about_ca_topic_score_gemma":0.005448882,"domain_scores_codex":[0.8122273,0.1125096,0.009683844,0.01168195,0.05137465,0.002522611],"domain_scores_gemma":[0.7076033,0.1921758,0.01591284,0.02580749,0.05308824,0.005412292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009376551,0.0001485195,0.008011561,0.00360615,0.0001949905,0.00006459706,0.009461899,0.0004898145,0.0004457554,0.3866287,0.3203653,0.270489],"study_design_scores_gemma":[0.00002323376,0.0002302487,0.006436607,0.007200447,0.00008480123,0.0002471911,0.006229822,0.0006846843,0.0006549673,0.2806052,0.6974323,0.0001705724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00388298,0.07525595,0.06468712,0.7911175,0.02452424,0.0002419182,0.0007128651,0.0003764665,0.03920094],"genre_scores_gemma":[0.2917762,0.09747427,0.1003244,0.4114988,0.06591532,0.001840418,0.001352058,0.001590401,0.02822815],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1270937,"threshold_uncertainty_score":0.6721438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3128289073069435,"score_gpt":0.4751915386880624,"score_spread":0.1623626313811189,"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."}}