{"id":"W2959897897","doi":"","title":"Choosing Wisely in the Context of Corporate Influence","year":2019,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Business; Computer science; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01769256,0.0006425409,0.001179864,0.002350925,0.03022591,0.03000836,0.002490855,0.01279032,0.0109322],"category_scores_gemma":[0.05073488,0.0005316772,0.0006439958,0.001885353,0.06596176,0.01253015,0.01313196,0.01928246,0.001020912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008311548,"about_ca_system_score_gemma":0.01212774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009996341,"about_ca_topic_score_gemma":0.0185981,"domain_scores_codex":[0.9607221,0.02305556,0.0004968899,0.003010821,0.005202822,0.007511653],"domain_scores_gemma":[0.9476366,0.02151592,0.003665274,0.002928644,0.006207786,0.01804573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001140066,0.0001814504,0.007297568,0.00005722986,0.0001057972,0.0009199583,0.07678041,0.00043575,0.0004489199,0.8778113,0.02328366,0.01256402],"study_design_scores_gemma":[0.00007695635,0.00009366155,0.003690724,0.0001778279,0.00005870577,0.0003554313,0.07518353,0.0009228077,0.0003999552,0.7377314,0.181193,0.0001159674],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1365542,0.00255131,0.01110099,0.2050284,0.002274054,0.00007928268,0.00003633538,0.0000570206,0.6423184],"genre_scores_gemma":[0.9759862,0.0003069561,0.0007400221,0.0136644,0.000448906,0.00003565842,0.000009996756,0.00008680235,0.008721242],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03022591,"threshold_uncertainty_score":0.09356827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5167075454275378,"score_gpt":0.4993208431444837,"score_spread":0.01738670228305411,"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."}}