{"id":"W2910269073","doi":"10.1332/174426419x15468571657773","title":"Implementation of shared decision-making in healthcare policy and practice: a complex adaptive systems perspective","year":2019,"lang":"en","type":"article","venue":"Evidence & Policy","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Fraser Health; University of British Columbia","funders":"","keywords":"Deliberation; Health care; Knowledge translation; Grounded theory; Perspective (graphical); Liability; Perception; Knowledge management; Public relations; Psychology; Nursing; Business; Medicine; Qualitative research; Computer science; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001036603,0.0002295692,0.0005251925,0.0008728794,0.0004025985,0.00002648835,0.000456739,0.0001934473,0.0001018506],"category_scores_gemma":[0.01009803,0.0002333968,0.00005420627,0.001282399,0.0000994276,0.001137339,0.0004999429,0.0006871604,0.0001100358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00294891,"about_ca_system_score_gemma":0.003999454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2802719,"about_ca_topic_score_gemma":0.00703345,"domain_scores_codex":[0.9940078,0.002947544,0.001289424,0.0005055402,0.0005702996,0.0006793665],"domain_scores_gemma":[0.9854973,0.01062828,0.001256059,0.0009464434,0.00147849,0.0001934384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009839865,0.00008070672,0.3827801,0.001514012,0.00004715966,0.000004216168,0.2275544,0.0001024836,0.000253739,0.3762444,0.0008742835,0.009560534],"study_design_scores_gemma":[0.001349987,0.0005034808,0.5260726,0.007278268,0.00001552256,0.00001545357,0.4540443,0.00114613,0.000003053902,0.00802279,0.001263796,0.0002846735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6900555,0.03685637,0.0005771149,0.2412945,0.001154037,0.01997338,0.0006431428,0.0003054344,0.009140437],"genre_scores_gemma":[0.9921243,0.0007837998,0.003156944,0.003156771,0.0002601134,0.0004243405,0.00001072295,0.00003655152,0.00004650833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3682216,"threshold_uncertainty_score":0.9982404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.31520986964376,"score_gpt":0.5746611025626561,"score_spread":0.2594512329188962,"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."}}