{"id":"W3096446445","doi":"10.1097/mlr.0000000000001440","title":"Let’s Require Patients to Review a High-quality Decision Aid Before Receiving Important Tests and Treatments","year":2020,"lang":"en","type":"review","venue":"Medical Care","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decision aids; Dignity; Autonomy; Quality (philosophy); Medical decision making; MEDLINE; Medicine; Patient participation; Family medicine; Psychology; Medical education; Alternative medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009724158,0.000818707,0.003703634,0.0001900094,0.0009414414,0.00001764857,0.001268829,0.001190579,0.000746294],"category_scores_gemma":[0.02098355,0.0005988893,0.0003997663,0.0008907614,0.0001045156,0.0001633062,0.001918554,0.002523492,0.0004961045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852667,"about_ca_system_score_gemma":0.002933823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006003921,"about_ca_topic_score_gemma":0.001048519,"domain_scores_codex":[0.9876204,0.003901299,0.004203044,0.001273267,0.002093757,0.0009082938],"domain_scores_gemma":[0.9906048,0.002681519,0.001777414,0.002122129,0.0007949194,0.002019283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001413462,0.00004453972,0.008851788,0.1459899,0.00005111757,0.00002545732,0.002840871,1.986187e-9,2.056294e-9,0.00004275771,0.006893253,0.8352462],"study_design_scores_gemma":[0.0006606475,0.0002764368,0.001870613,0.2514282,0.0003235816,0.000003351103,0.0004072658,3.058989e-7,5.061701e-9,0.0000594983,0.744633,0.0003371148],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000142887,0.9850307,0.000006607236,0.00367741,0.001666708,0.008089528,0.00093318,0.0001974799,0.0002554603],"genre_scores_gemma":[0.0001474391,0.9851097,0.001194609,0.00754681,0.0004305345,0.00282075,0.002495628,0.0001459886,0.000108564],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8349091,"threshold_uncertainty_score":0.9997777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2514001835518849,"score_gpt":0.5296367084019371,"score_spread":0.2782365248500522,"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."}}