{"id":"W2962086413","doi":"","title":"Choosing Wisely Canada Needs to Start Helping Doctors to Understand How Commercial Influences Affect Their Prescribing","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":"Affect (linguistics); Business; Public relations; Psychology; Nursing; Medical education; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008689723,0.0004859454,0.001138689,0.002107723,0.009669202,0.01218113,0.001989455,0.007980396,0.03440218],"category_scores_gemma":[0.07672592,0.00056995,0.0012766,0.003040099,0.005120682,0.008584921,0.002042836,0.01508025,0.004488404],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03802114,"about_ca_system_score_gemma":0.1418585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8584874,"about_ca_topic_score_gemma":0.9530317,"domain_scores_codex":[0.991303,0.002740446,0.0004243855,0.0003534557,0.003032485,0.002146207],"domain_scores_gemma":[0.8611661,0.03816253,0.005313064,0.002068604,0.05624397,0.03704572],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007091693,0.0001243778,0.03360379,0.0002708793,0.0001215769,0.0002655625,0.003880454,0.0001755358,0.0001480924,0.009181303,0.8977609,0.05439663],"study_design_scores_gemma":[0.000119357,0.00007608241,0.05301205,0.002443397,0.0002120202,0.0002149997,0.04809922,0.0004223732,0.0003030417,0.0235842,0.8710873,0.0004260535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003824341,0.002859403,0.0003489663,0.9768425,0.002612568,0.00002476391,0.0001914698,0.00004710425,0.01324869],"genre_scores_gemma":[0.112625,0.01280197,0.006235749,0.8313876,0.003010113,0.0001349715,0.0004316375,0.0002580951,0.03311486],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9913103,"threshold_uncertainty_score":0.2846919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4748861133724353,"score_gpt":0.4623516770250195,"score_spread":0.0125344363474158,"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."}}