{"id":"W1965138131","doi":"10.1016/j.pec.2012.01.002","title":"Training health professionals in shared decision-making: An international environmental scan","year":2012,"lang":"en","type":"review","venue":"Patient Education and Counseling","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":292,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Hôpital Saint-François d'Assise; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Session (web analytics); Health professionals; Licensure; Audit; Medical education; Training (meteorology); Medicine; Professional development; Psychology; Computer science; Health care; Business; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000890145,0.0004574129,0.001040102,0.0006599472,0.000980427,0.00004124372,0.0005859444,0.0004288483,0.0007084512],"category_scores_gemma":[0.0002749352,0.0004310263,0.0001204406,0.0003007026,0.00005352128,0.0005873583,0.0002301534,0.001394421,0.0001291925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001697419,"about_ca_system_score_gemma":0.004292374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001228042,"about_ca_topic_score_gemma":0.0001311637,"domain_scores_codex":[0.9937114,0.001972814,0.002285357,0.000684633,0.0006248666,0.0007209587],"domain_scores_gemma":[0.9955057,0.001305965,0.001802226,0.0008195597,0.0001351603,0.0004314129],"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":[0.00001244664,0.0004133431,0.0009121981,0.002370444,0.00001667273,2.258574e-7,0.08560421,8.220232e-7,3.36074e-8,0.0001126116,0.0002812955,0.9102757],"study_design_scores_gemma":[0.000165504,0.00005728976,0.0003562411,0.03979618,0.00003883324,0.000009945393,0.07087523,0.0001140473,7.875168e-9,0.0001610153,0.8880491,0.0003766056],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00169098,0.9893003,0.00003434586,0.0002621252,0.004782437,0.003043214,0.0002154656,0.00007213793,0.0005990203],"genre_scores_gemma":[0.05762291,0.9319753,0.003147939,0.0022949,0.0004943169,0.002248005,0.002030011,0.00009652624,0.00009007484],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9098991,"threshold_uncertainty_score":0.9998142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3070397264877369,"score_gpt":0.5145823043960036,"score_spread":0.2075425779082667,"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."}}