{"id":"W3185232072","doi":"10.1111/medu.14603","title":"Commentary: Recognising patient preparation to improve patient‐centred care for diverse populations","year":2021,"lang":"en","type":"letter","venue":"Medical Education","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Peter's Hospital","funders":"","keywords":"MEDLINE; Medicine; Patient care; Medical education; Nursing; Psychology; Family medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008188967,0.001156181,0.001948611,0.0009504297,0.01120308,0.005801347,0.00489615,0.1271902,0.009946392],"category_scores_gemma":[0.05335069,0.001377304,0.001870506,0.001421768,0.006043611,0.008018758,0.002831101,0.08552711,0.01073678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008994443,"about_ca_system_score_gemma":0.02388225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0274289,"about_ca_topic_score_gemma":0.03730286,"domain_scores_codex":[0.9901613,0.003181906,0.000952171,0.001036007,0.003407469,0.00126109],"domain_scores_gemma":[0.9671431,0.01978828,0.001521498,0.0006474049,0.006888642,0.00401118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002466669,0.00001254477,0.0001243725,0.00004924968,0.000006152574,0.0005348886,0.0002547324,0.00003188222,0.00005829078,0.00124361,0.995678,0.001981545],"study_design_scores_gemma":[0.00009693098,0.00006276685,0.000784571,0.0008610387,0.00003365909,0.001659279,0.001271722,0.0004206178,0.0002118753,0.007532611,0.9869756,0.00008937659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001624933,0.0003950458,0.00004375355,0.9840571,0.01357041,0.00001050312,0.00003025522,0.00001825308,0.001712078],"genre_scores_gemma":[0.001261942,0.0002886011,0.0001092651,0.9827574,0.01182459,0.00003487103,0.0000122722,0.00001490933,0.003696165],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1271902,"threshold_uncertainty_score":0.06525958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635971225540202,"score_gpt":0.4527242968137205,"score_spread":0.2891271742597002,"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."}}