{"id":"W2119985240","doi":"10.12927/hcpap.2015.24102","title":"Transformation through Clinical and Social Integration: Meeting the Needs of High Users of Healthcare","year":2014,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Institute for Health Information","funders":"","keywords":"Health care; Transformation (genetics); Social care; Computer science; Nursing; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.009880877,0.0003987242,0.0004429372,0.0009400652,0.01628808,0.011912,0.001811235,0.003274112,0.002966787],"category_scores_gemma":[0.01035659,0.0003768349,0.0003966323,0.001339946,0.01440164,0.005564502,0.01619135,0.004419687,0.0003788309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01638601,"about_ca_system_score_gemma":0.06300943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0728699,"about_ca_topic_score_gemma":0.2555853,"domain_scores_codex":[0.9864613,0.007101914,0.0002815354,0.0003428229,0.001977218,0.003835176],"domain_scores_gemma":[0.9900841,0.001884745,0.0007597795,0.0003483924,0.00109741,0.005825615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001791034,0.0006464529,0.06150676,0.0006838774,0.00003991858,0.001980562,0.5659774,0.0002382595,0.003978151,0.06686518,0.04820629,0.2496981],"study_design_scores_gemma":[0.00004847068,0.0004673904,0.0539433,0.0005801875,0.00002626211,0.001244692,0.7244697,0.0003651887,0.001064404,0.03862167,0.1790909,0.00007784062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4361724,0.002961553,0.003947239,0.4632658,0.0006874918,0.0003687766,0.00006346589,0.00009896875,0.09243425],"genre_scores_gemma":[0.972914,0.002047084,0.002711356,0.01457274,0.0002997026,0.0001655115,0.00003493213,0.00003036479,0.00722432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0728699,"threshold_uncertainty_score":0.1448915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08763153355137512,"score_gpt":0.4527249933469044,"score_spread":0.3650934597955292,"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."}}